johnjim0816
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update CliffWalking-v0 QLearning
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- CliffWalking-v0/Test_CliffWalking-v0_QLearning_20221128-150537/logs/log.txt +0 -14
- CliffWalking-v0/Test_CliffWalking-v0_QLearning_20221128-150537/results/learning_curve.png +0 -0
- CliffWalking-v0/Test_CliffWalking-v0_Sarsa_20230311-001530/results/res.csv +0 -11
- CliffWalking-v0/Train_CliffWalking-v0_QLearning_20221128-144520/logs/log.txt +0 -342
- CliffWalking-v0/Train_CliffWalking-v0_QLearning_20221128-144520/results/learning_curve.png +0 -0
- CliffWalking-v0/Train_CliffWalking-v0_QLearning_20221128-144520/results/res.csv +0 -301
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/config.yaml +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/logs/log.txt +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/modelsDynaQ_model.pkl +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/results/learning_curve.png +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/results/res.csv +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/config.yaml +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/logs/log.txt +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/models/checkpoint.pkl +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/results/learning_curve.png +0 -0
- {CliffWalking-v0/Test_CliffWalking-v0_QLearning_20221128-150537 β ToyText/CliffWalking-v0/Test_CliffWalking-v0_Sarsa_20230311-001530}/results/res.csv +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/tb_logs/events.out.tfevents.1678464930.DESKTOP-H34HQIQ.51560.0 +0 -0
- {CliffWalking-v0/Test_CliffWalking-v0_QLearning_20221128-150537 β ToyText/CliffWalking-v0/Test_single_CliffWalking-v0_QLearning_20230519-005951}/config.yaml +20 -12
- ToyText/CliffWalking-v0/Test_single_CliffWalking-v0_QLearning_20230519-005951/logs/log.txt +52 -0
- CliffWalking-v0/Train_CliffWalking-v0_QLearning_20221128-144520/models/Qleaning_model.pkl β ToyText/CliffWalking-v0/Test_single_CliffWalking-v0_QLearning_20230519-005951/tb_logs/interact/events.out.tfevents.1684429191.DESKTOP-H34HQIQ.94200.0 +2 -2
- CliffWalking-v0/Test_CliffWalking-v0_QLearning_20221128-150537/models/Qleaning_model.pkl β ToyText/CliffWalking-v0/Test_single_CliffWalking-v0_QLearning_20230519-005951/tb_logs/model/events.out.tfevents.1684429191.DESKTOP-H34HQIQ.94200.1 +2 -2
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_DynaQ_20221210-095808/config.yaml +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_DynaQ_20221210-095808/logs/log.txt +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_DynaQ_20221210-095808/modelsDynaQ_model.pkl +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_DynaQ_20221210-095808/results/learning_curve.png +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_DynaQ_20221210-095808/results/res.csv +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_Sarsa_20230311-001504/config.yaml +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_Sarsa_20230311-001504/logs/log.txt +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_Sarsa_20230311-001504/models/checkpoint.pkl +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_Sarsa_20230311-001504/results/learning_curve.png +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_Sarsa_20230311-001504/results/res.csv +0 -0
- {CliffWalking-v0 β ToyText/CliffWalking-v0}/Train_CliffWalking-v0_Sarsa_20230311-001504/tb_logs/events.out.tfevents.1678464904.DESKTOP-H34HQIQ.27128.0 +0 -0
- {CliffWalking-v0/Train_CliffWalking-v0_QLearning_20221128-144520 β ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837}/config.yaml +20 -11
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/logs/log.txt +342 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/1000 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/10000 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/10500 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/11000 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/11500 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/12000 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/1500 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/2000 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/2500 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/3000 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/3500 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/4000 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/4500 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/500 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/5000 +0 -0
- ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/models/5500 +0 -0
CliffWalking-v0/Test_CliffWalking-v0_QLearning_20221128-150537/logs/log.txt
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2022-11-28 15:05:39 - r - INFO: - n_states: 48, n_actions: 4
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2022-11-28 15:05:39 - r - INFO: - Start testing!
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2022-11-28 15:05:39 - r - INFO: - Env: CliffWalking-v0, Algorithm: QLearning, Device: cpu
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2022-11-28 15:05:44 - r - INFO: - Episode: 1/10, Reward: -13.000, Step: 13
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2022-11-28 15:05:48 - r - INFO: - Finish testing!
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CliffWalking-v0/Test_CliffWalking-v0_QLearning_20221128-150537/results/learning_curve.png
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CliffWalking-v0/Test_CliffWalking-v0_Sarsa_20230311-001530/results/res.csv
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CliffWalking-v0/Train_CliffWalking-v0_QLearning_20221128-144520/logs/log.txt
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2022-11-28 14:45:22 - r - INFO: - n_states: 48, n_actions: 4
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2022-11-28 14:45:22 - r - INFO: - Start training!
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2022-11-28 14:45:22 - r - INFO: - Env: CliffWalking-v0, Algorithm: QLearning, Device: cpu
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2022-11-28 14:45:22 - r - INFO: - Episode: 1/300, Reward: -397.000, Step: 100
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2022-11-28 14:45:22 - r - INFO: - Episode: 2/300, Reward: -1090.000, Step: 100
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2022-11-28 14:45:22 - r - INFO: - Episode: 5/300, Reward: -496.000, Step: 100
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2022-11-28 14:45:22 - r - INFO: - Current episode 5 has the best eval reward: -100.000
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2022-11-28 14:45:22 - r - INFO: - Current episode 75 has the best eval reward: -100.000
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94 |
-
2022-11-28 14:45:22 - r - INFO: - Episode: 76/300, Reward: -47.000, Step: 47
|
95 |
-
2022-11-28 14:45:22 - r - INFO: - Episode: 77/300, Reward: -63.000, Step: 63
|
96 |
-
2022-11-28 14:45:22 - r - INFO: - Episode: 78/300, Reward: -45.000, Step: 45
|
97 |
-
2022-11-28 14:45:22 - r - INFO: - Episode: 79/300, Reward: -59.000, Step: 59
|
98 |
-
2022-11-28 14:45:22 - r - INFO: - Episode: 80/300, Reward: -39.000, Step: 39
|
99 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 80 has the best eval reward: -100.000
|
100 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 81/300, Reward: -62.000, Step: 62
|
101 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 82/300, Reward: -38.000, Step: 38
|
102 |
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2022-11-28 14:45:23 - r - INFO: - Episode: 83/300, Reward: -64.000, Step: 64
|
103 |
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2022-11-28 14:45:23 - r - INFO: - Episode: 84/300, Reward: -40.000, Step: 40
|
104 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 85/300, Reward: -59.000, Step: 59
|
105 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 85 has the best eval reward: -100.000
|
106 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 86/300, Reward: -48.000, Step: 48
|
107 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 87/300, Reward: -39.000, Step: 39
|
108 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 88/300, Reward: -70.000, Step: 70
|
109 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 89/300, Reward: -34.000, Step: 34
|
110 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 90/300, Reward: -40.000, Step: 40
|
111 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 90 has the best eval reward: -100.000
|
112 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 91/300, Reward: -27.000, Step: 27
|
113 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 92/300, Reward: -65.000, Step: 65
|
114 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 93/300, Reward: -79.000, Step: 79
|
115 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 94/300, Reward: -30.000, Step: 30
|
116 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 95/300, Reward: -38.000, Step: 38
|
117 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 95 has the best eval reward: -100.000
|
118 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 96/300, Reward: -23.000, Step: 23
|
119 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 97/300, Reward: -60.000, Step: 60
|
120 |
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2022-11-28 14:45:23 - r - INFO: - Episode: 98/300, Reward: -41.000, Step: 41
|
121 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 99/300, Reward: -39.000, Step: 39
|
122 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 100/300, Reward: -42.000, Step: 42
|
123 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 100 has the best eval reward: -100.000
|
124 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 101/300, Reward: -41.000, Step: 41
|
125 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 102/300, Reward: -59.000, Step: 59
|
126 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 103/300, Reward: -31.000, Step: 31
|
127 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 104/300, Reward: -43.000, Step: 43
|
128 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 105/300, Reward: -70.000, Step: 70
|
129 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 105 has the best eval reward: -100.000
|
130 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 106/300, Reward: -29.000, Step: 29
|
131 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 107/300, Reward: -161.000, Step: 62
|
132 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 108/300, Reward: -38.000, Step: 38
|
133 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 109/300, Reward: -45.000, Step: 45
|
134 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 110/300, Reward: -29.000, Step: 29
|
135 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 110 has the best eval reward: -100.000
|
136 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 111/300, Reward: -47.000, Step: 47
|
137 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 112/300, Reward: -23.000, Step: 23
|
138 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 113/300, Reward: -62.000, Step: 62
|
139 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 114/300, Reward: -34.000, Step: 34
|
140 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 115/300, Reward: -46.000, Step: 46
|
141 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 115 has the best eval reward: -100.000
|
142 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 116/300, Reward: -29.000, Step: 29
|
143 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 117/300, Reward: -46.000, Step: 46
|
144 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 118/300, Reward: -30.000, Step: 30
|
145 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 119/300, Reward: -24.000, Step: 24
|
146 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 120/300, Reward: -30.000, Step: 30
|
147 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 120 has the best eval reward: -100.000
|
148 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 121/300, Reward: -42.000, Step: 42
|
149 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 122/300, Reward: -62.000, Step: 62
|
150 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 123/300, Reward: -30.000, Step: 30
|
151 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 124/300, Reward: -31.000, Step: 31
|
152 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 125/300, Reward: -37.000, Step: 37
|
153 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 125 has the best eval reward: -100.000
|
154 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 126/300, Reward: -51.000, Step: 51
|
155 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 127/300, Reward: -32.000, Step: 32
|
156 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 128/300, Reward: -22.000, Step: 22
|
157 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 129/300, Reward: -34.000, Step: 34
|
158 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 130/300, Reward: -22.000, Step: 22
|
159 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 130 has the best eval reward: -100.000
|
160 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 131/300, Reward: -53.000, Step: 53
|
161 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 132/300, Reward: -28.000, Step: 28
|
162 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 133/300, Reward: -33.000, Step: 33
|
163 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 134/300, Reward: -39.000, Step: 39
|
164 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 135/300, Reward: -39.000, Step: 39
|
165 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 135 has the best eval reward: -100.000
|
166 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 136/300, Reward: -20.000, Step: 20
|
167 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 137/300, Reward: -30.000, Step: 30
|
168 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 138/300, Reward: -42.000, Step: 42
|
169 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 139/300, Reward: -154.000, Step: 55
|
170 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 140/300, Reward: -34.000, Step: 34
|
171 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 140 has the best eval reward: -100.000
|
172 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 141/300, Reward: -29.000, Step: 29
|
173 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 142/300, Reward: -21.000, Step: 21
|
174 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 143/300, Reward: -38.000, Step: 38
|
175 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 144/300, Reward: -21.000, Step: 21
|
176 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 145/300, Reward: -46.000, Step: 46
|
177 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 145 has the best eval reward: -100.000
|
178 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 146/300, Reward: -19.000, Step: 19
|
179 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 147/300, Reward: -37.000, Step: 37
|
180 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 148/300, Reward: -27.000, Step: 27
|
181 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 149/300, Reward: -39.000, Step: 39
|
182 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 150/300, Reward: -18.000, Step: 18
|
183 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 150 has the best eval reward: -100.000
|
184 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 151/300, Reward: -34.000, Step: 34
|
185 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 152/300, Reward: -25.000, Step: 25
|
186 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 153/300, Reward: -32.000, Step: 32
|
187 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 154/300, Reward: -40.000, Step: 40
|
188 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 155/300, Reward: -30.000, Step: 30
|
189 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 155 has the best eval reward: -100.000
|
190 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 156/300, Reward: -36.000, Step: 36
|
191 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 157/300, Reward: -29.000, Step: 29
|
192 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 158/300, Reward: -30.000, Step: 30
|
193 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 159/300, Reward: -29.000, Step: 29
|
194 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 160/300, Reward: -22.000, Step: 22
|
195 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 160 has the best eval reward: -100.000
|
196 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 161/300, Reward: -18.000, Step: 18
|
197 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 162/300, Reward: -46.000, Step: 46
|
198 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 163/300, Reward: -27.000, Step: 27
|
199 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 164/300, Reward: -22.000, Step: 22
|
200 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 165/300, Reward: -34.000, Step: 34
|
201 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 165 has the best eval reward: -15.000
|
202 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 166/300, Reward: -15.000, Step: 15
|
203 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 167/300, Reward: -24.000, Step: 24
|
204 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 168/300, Reward: -45.000, Step: 45
|
205 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 169/300, Reward: -36.000, Step: 36
|
206 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 170/300, Reward: -20.000, Step: 20
|
207 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 171/300, Reward: -26.000, Step: 26
|
208 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 172/300, Reward: -29.000, Step: 29
|
209 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 173/300, Reward: -32.000, Step: 32
|
210 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 174/300, Reward: -17.000, Step: 17
|
211 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 175/300, Reward: -31.000, Step: 31
|
212 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 175 has the best eval reward: -15.000
|
213 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 176/300, Reward: -15.000, Step: 15
|
214 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 177/300, Reward: -31.000, Step: 31
|
215 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 178/300, Reward: -29.000, Step: 29
|
216 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 179/300, Reward: -29.000, Step: 29
|
217 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 180/300, Reward: -21.000, Step: 21
|
218 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 181/300, Reward: -31.000, Step: 31
|
219 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 182/300, Reward: -21.000, Step: 21
|
220 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 183/300, Reward: -39.000, Step: 39
|
221 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 184/300, Reward: -30.000, Step: 30
|
222 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 185/300, Reward: -13.000, Step: 13
|
223 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 186/300, Reward: -30.000, Step: 30
|
224 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 187/300, Reward: -27.000, Step: 27
|
225 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 188/300, Reward: -18.000, Step: 18
|
226 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 189/300, Reward: -17.000, Step: 17
|
227 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 190/300, Reward: -24.000, Step: 24
|
228 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 191/300, Reward: -28.000, Step: 28
|
229 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 192/300, Reward: -36.000, Step: 36
|
230 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 193/300, Reward: -15.000, Step: 15
|
231 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 194/300, Reward: -40.000, Step: 40
|
232 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 195/300, Reward: -20.000, Step: 20
|
233 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 196/300, Reward: -23.000, Step: 23
|
234 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 197/300, Reward: -17.000, Step: 17
|
235 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 198/300, Reward: -28.000, Step: 28
|
236 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 199/300, Reward: -15.000, Step: 15
|
237 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 200/300, Reward: -27.000, Step: 27
|
238 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 201/300, Reward: -14.000, Step: 14
|
239 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 202/300, Reward: -31.000, Step: 31
|
240 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 203/300, Reward: -25.000, Step: 25
|
241 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 204/300, Reward: -19.000, Step: 19
|
242 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 205/300, Reward: -36.000, Step: 36
|
243 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 206/300, Reward: -29.000, Step: 29
|
244 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 207/300, Reward: -20.000, Step: 20
|
245 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 208/300, Reward: -23.000, Step: 23
|
246 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 209/300, Reward: -14.000, Step: 14
|
247 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 210/300, Reward: -28.000, Step: 28
|
248 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 211/300, Reward: -19.000, Step: 19
|
249 |
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2022-11-28 14:45:23 - r - INFO: - Episode: 212/300, Reward: -26.000, Step: 26
|
250 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 213/300, Reward: -18.000, Step: 18
|
251 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 214/300, Reward: -26.000, Step: 26
|
252 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 215/300, Reward: -19.000, Step: 19
|
253 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 216/300, Reward: -23.000, Step: 23
|
254 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 217/300, Reward: -20.000, Step: 20
|
255 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 218/300, Reward: -48.000, Step: 48
|
256 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 219/300, Reward: -13.000, Step: 13
|
257 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 220/300, Reward: -133.000, Step: 34
|
258 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 221/300, Reward: -17.000, Step: 17
|
259 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 222/300, Reward: -20.000, Step: 20
|
260 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 223/300, Reward: -18.000, Step: 18
|
261 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 224/300, Reward: -35.000, Step: 35
|
262 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 225/300, Reward: -17.000, Step: 17
|
263 |
-
2022-11-28 14:45:23 - r - INFO: - Current episode 225 has the best eval reward: -13.000
|
264 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 226/300, Reward: -13.000, Step: 13
|
265 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 227/300, Reward: -16.000, Step: 16
|
266 |
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2022-11-28 14:45:23 - r - INFO: - Episode: 228/300, Reward: -25.000, Step: 25
|
267 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 229/300, Reward: -25.000, Step: 25
|
268 |
-
2022-11-28 14:45:23 - r - INFO: - Episode: 230/300, Reward: -26.000, Step: 26
|
269 |
-
2022-11-28 14:45:24 - r - INFO: - Episode: 231/300, Reward: -19.000, Step: 19
|
270 |
-
2022-11-28 14:45:24 - r - INFO: - Episode: 232/300, Reward: -17.000, Step: 17
|
271 |
-
2022-11-28 14:45:24 - r - INFO: - Episode: 233/300, Reward: -27.000, Step: 27
|
272 |
-
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2022-11-28 14:45:24 - r - INFO: - Current episode 260 has the best eval reward: -13.000
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2022-11-28 14:45:24 - r - INFO: - Current episode 280 has the best eval reward: -13.000
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2022-11-28 14:45:24 - r - INFO: - Current episode 290 has the best eval reward: -13.000
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CliffWalking-v0/Train_CliffWalking-v0_QLearning_20221128-144520/results/learning_curve.png
DELETED
Binary file (40.7 kB)
|
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CliffWalking-v0/Train_CliffWalking-v0_QLearning_20221128-144520/results/res.csv
DELETED
@@ -1,301 +0,0 @@
|
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1 |
-
episodes,rewards,steps
|
2 |
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{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/config.yaml
RENAMED
File without changes
|
{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/logs/log.txt
RENAMED
File without changes
|
{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/modelsDynaQ_model.pkl
RENAMED
File without changes
|
{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/results/learning_curve.png
RENAMED
File without changes
|
{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_DynaQ_20221210-095944/results/res.csv
RENAMED
File without changes
|
{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/config.yaml
RENAMED
File without changes
|
{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/logs/log.txt
RENAMED
File without changes
|
{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/models/checkpoint.pkl
RENAMED
File without changes
|
{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/results/learning_curve.png
RENAMED
File without changes
|
{CliffWalking-v0/Test_CliffWalking-v0_QLearning_20221128-150537 β ToyText/CliffWalking-v0/Test_CliffWalking-v0_Sarsa_20230311-001530}/results/res.csv
RENAMED
File without changes
|
{CliffWalking-v0 β ToyText/CliffWalking-v0}/Test_CliffWalking-v0_Sarsa_20230311-001530/tb_logs/events.out.tfevents.1678464930.DESKTOP-H34HQIQ.51560.0
RENAMED
File without changes
|
{CliffWalking-v0/Test_CliffWalking-v0_QLearning_20221128-150537 β ToyText/CliffWalking-v0/Test_single_CliffWalking-v0_QLearning_20230519-005951}/config.yaml
RENAMED
@@ -1,24 +1,32 @@
|
|
1 |
general_cfg:
|
2 |
algo_name: QLearning
|
|
|
3 |
device: cpu
|
4 |
-
env_name:
|
5 |
-
eval_eps: 10
|
6 |
-
eval_per_episode: 5
|
7 |
load_checkpoint: true
|
8 |
-
|
9 |
-
|
|
|
|
|
10 |
mode: test
|
11 |
-
|
12 |
-
|
13 |
-
|
|
|
|
|
|
|
14 |
seed: 1
|
15 |
-
|
16 |
-
test_eps: 10
|
17 |
-
train_eps: 300
|
18 |
-
wrapper: envs.wrappers.CliffWalkingWapper
|
19 |
algo_cfg:
|
20 |
epsilon_decay: 300
|
21 |
epsilon_end: 0.01
|
22 |
epsilon_start: 0.95
|
23 |
gamma: 0.99
|
24 |
lr: 0.1
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
1 |
general_cfg:
|
2 |
algo_name: QLearning
|
3 |
+
collect_traj: false
|
4 |
device: cpu
|
5 |
+
env_name: gym
|
|
|
|
|
6 |
load_checkpoint: true
|
7 |
+
load_model_step: 12000
|
8 |
+
load_path: Train_single_CliffWalking-v0_QLearning_20230519-005837
|
9 |
+
max_episode: 10
|
10 |
+
max_step: 100
|
11 |
mode: test
|
12 |
+
model_save_fre: 500
|
13 |
+
mp_backend: single
|
14 |
+
n_learners: 1
|
15 |
+
n_workers: 1
|
16 |
+
online_eval: false
|
17 |
+
online_eval_episode: 10
|
18 |
seed: 1
|
19 |
+
share_buffer: true
|
|
|
|
|
|
|
20 |
algo_cfg:
|
21 |
epsilon_decay: 300
|
22 |
epsilon_end: 0.01
|
23 |
epsilon_start: 0.95
|
24 |
gamma: 0.99
|
25 |
lr: 0.1
|
26 |
+
env_cfg:
|
27 |
+
id: CliffWalking-v0
|
28 |
+
ignore_params:
|
29 |
+
- wrapper
|
30 |
+
- ignore_params
|
31 |
+
render_mode: null
|
32 |
+
wrapper: null
|
ToyText/CliffWalking-v0/Test_single_CliffWalking-v0_QLearning_20230519-005951/logs/log.txt
ADDED
@@ -0,0 +1,52 @@
|
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|
1 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - General Configs:
|
2 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - ================================================================================
|
3 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - Name Value Type
|
4 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - env_name gym <class 'str'>
|
5 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - algo_name QLearning <class 'str'>
|
6 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - mode test <class 'str'>
|
7 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - device cpu <class 'str'>
|
8 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - seed 1 <class 'int'>
|
9 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - max_episode 10 <class 'int'>
|
10 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - max_step 100 <class 'int'>
|
11 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - collect_traj 0 <class 'bool'>
|
12 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - mp_backend single <class 'str'>
|
13 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - n_workers 1 <class 'int'>
|
14 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - n_learners 1 <class 'int'>
|
15 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - share_buffer 1 <class 'bool'>
|
16 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - online_eval 0 <class 'bool'>
|
17 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - online_eval_episode 10 <class 'int'>
|
18 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - model_save_fre 500 <class 'int'>
|
19 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - load_checkpoint 1 <class 'bool'>
|
20 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - load_path Train_single_CliffWalking-v0_QLearning_20230519-005837 <class 'str'>
|
21 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - load_model_step 12000 <class 'int'>
|
22 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - ================================================================================
|
23 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - Algo Configs:
|
24 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - ================================================================================
|
25 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - Name Value Type
|
26 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - epsilon_start 0.95 <class 'float'>
|
27 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - epsilon_end 0.01 <class 'float'>
|
28 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - epsilon_decay 300 <class 'int'>
|
29 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - gamma 0.99 <class 'float'>
|
30 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - lr 0.1 <class 'float'>
|
31 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - ================================================================================
|
32 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - Env Configs:
|
33 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - ================================================================================
|
34 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - Name Value Type
|
35 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - id CliffWalking-v0 <class 'str'>
|
36 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - render_mode None <class 'str'>
|
37 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - wrapper None <class 'str'>
|
38 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - ignore_params ['wrapper', 'ignore_params'] <class 'str'>
|
39 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - ================================================================================
|
40 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - obs_space: Discrete(48), n_actions: Discrete(4)
|
41 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - Start testing!
|
42 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - episode: 0, ep_reward: -13, ep_step: 13
|
43 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - episode: 1, ep_reward: -13, ep_step: 13
|
44 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - episode: 2, ep_reward: -13, ep_step: 13
|
45 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - episode: 3, ep_reward: -13, ep_step: 13
|
46 |
+
2023-05-19 00:59:51 - SimpleLog - INFO: - episode: 4, ep_reward: -13, ep_step: 13
|
47 |
+
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2023-05-19 00:59:51 - SimpleLog - INFO: - episode: 6, ep_reward: -13, ep_step: 13
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2023-05-19 00:59:51 - SimpleLog - INFO: - episode: 7, ep_reward: -13, ep_step: 13
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2023-05-19 00:59:51 - SimpleLog - INFO: - Finish testing! total time consumed: 0.02s
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{CliffWalking-v0/Train_CliffWalking-v0_QLearning_20221128-144520 β ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837}/config.yaml
RENAMED
@@ -1,23 +1,32 @@
|
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general_cfg:
|
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algo_name: QLearning
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device: cpu
|
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-
env_name:
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eval_eps: 10
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eval_per_episode: 5
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load_checkpoint: false
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mode: train
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seed: 1
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test_eps: 10
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|
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wrapper: envs.wrappers.CliffWalkingWapper
|
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algo_cfg:
|
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epsilon_decay: 300
|
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|
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epsilon_start: 0.95
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general_cfg:
|
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algo_name: QLearning
|
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+
collect_traj: false
|
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device: cpu
|
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env_name: gym
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|
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max_episode: 300
|
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max_step: 100
|
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mode: train
|
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model_save_fre: 500
|
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mp_backend: single
|
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n_learners: 1
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online_eval: false
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online_eval_episode: 10
|
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share_buffer: true
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algo_cfg:
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id: CliffWalking-v0
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render_mode: null
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ToyText/CliffWalking-v0/Train_single_CliffWalking-v0_QLearning_20230519-005837/logs/log.txt
ADDED
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1 |
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2023-05-19 00:58:37 - SimpleLog - INFO: - General Configs:
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 39, ep_reward: -37, ep_step: 37
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 40, ep_reward: -100, ep_step: 100
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 41, ep_reward: -43, ep_step: 43
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 43, ep_reward: -56, ep_step: 56
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 44, ep_reward: -70, ep_step: 70
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 47, ep_reward: -85, ep_step: 85
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 48, ep_reward: -82, ep_step: 82
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 49, ep_reward: -51, ep_step: 51
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 54, ep_reward: -87, ep_step: 87
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 55, ep_reward: -59, ep_step: 59
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 58, ep_reward: -67, ep_step: 67
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 62, ep_reward: -70, ep_step: 70
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 64, ep_reward: -68, ep_step: 68
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 65, ep_reward: -25, ep_step: 25
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 66, ep_reward: -69, ep_step: 69
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 67, ep_reward: -183, ep_step: 84
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 68, ep_reward: -62, ep_step: 62
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 69, ep_reward: -44, ep_step: 44
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 70, ep_reward: -71, ep_step: 71
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 71, ep_reward: -55, ep_step: 55
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 72, ep_reward: -65, ep_step: 65
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 73, ep_reward: -61, ep_step: 61
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 74, ep_reward: -36, ep_step: 36
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 75, ep_reward: -47, ep_step: 47
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 76, ep_reward: -63, ep_step: 63
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 77, ep_reward: -45, ep_step: 45
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 78, ep_reward: -59, ep_step: 59
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 79, ep_reward: -39, ep_step: 39
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 80, ep_reward: -62, ep_step: 62
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 81, ep_reward: -38, ep_step: 38
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 82, ep_reward: -64, ep_step: 64
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 83, ep_reward: -40, ep_step: 40
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 84, ep_reward: -59, ep_step: 59
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 85, ep_reward: -48, ep_step: 48
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 86, ep_reward: -39, ep_step: 39
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 87, ep_reward: -70, ep_step: 70
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 88, ep_reward: -34, ep_step: 34
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 89, ep_reward: -40, ep_step: 40
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 90, ep_reward: -27, ep_step: 27
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 91, ep_reward: -65, ep_step: 65
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 92, ep_reward: -79, ep_step: 79
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 93, ep_reward: -30, ep_step: 30
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 94, ep_reward: -38, ep_step: 38
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 95, ep_reward: -23, ep_step: 23
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 96, ep_reward: -60, ep_step: 60
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 97, ep_reward: -41, ep_step: 41
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 98, ep_reward: -39, ep_step: 39
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 99, ep_reward: -42, ep_step: 42
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 100, ep_reward: -41, ep_step: 41
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 101, ep_reward: -59, ep_step: 59
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 102, ep_reward: -31, ep_step: 31
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 103, ep_reward: -43, ep_step: 43
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 104, ep_reward: -70, ep_step: 70
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 105, ep_reward: -29, ep_step: 29
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2023-05-19 00:58:38 - SimpleLog - INFO: - episode: 106, ep_reward: -161, ep_step: 62
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 107, ep_reward: -38, ep_step: 38
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 108, ep_reward: -45, ep_step: 45
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 109, ep_reward: -29, ep_step: 29
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 110, ep_reward: -47, ep_step: 47
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 111, ep_reward: -23, ep_step: 23
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 112, ep_reward: -62, ep_step: 62
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 113, ep_reward: -34, ep_step: 34
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 114, ep_reward: -46, ep_step: 46
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 115, ep_reward: -29, ep_step: 29
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 116, ep_reward: -46, ep_step: 46
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 117, ep_reward: -30, ep_step: 30
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 118, ep_reward: -24, ep_step: 24
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 119, ep_reward: -30, ep_step: 30
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 120, ep_reward: -42, ep_step: 42
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 121, ep_reward: -62, ep_step: 62
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 122, ep_reward: -30, ep_step: 30
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 123, ep_reward: -31, ep_step: 31
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 124, ep_reward: -37, ep_step: 37
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 125, ep_reward: -51, ep_step: 51
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 126, ep_reward: -32, ep_step: 32
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 127, ep_reward: -22, ep_step: 22
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 128, ep_reward: -34, ep_step: 34
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 129, ep_reward: -22, ep_step: 22
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 130, ep_reward: -53, ep_step: 53
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 131, ep_reward: -28, ep_step: 28
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 132, ep_reward: -33, ep_step: 33
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 133, ep_reward: -39, ep_step: 39
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 134, ep_reward: -39, ep_step: 39
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 135, ep_reward: -20, ep_step: 20
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 136, ep_reward: -30, ep_step: 30
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 137, ep_reward: -42, ep_step: 42
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 138, ep_reward: -154, ep_step: 55
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 139, ep_reward: -34, ep_step: 34
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 140, ep_reward: -29, ep_step: 29
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 141, ep_reward: -21, ep_step: 21
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 142, ep_reward: -38, ep_step: 38
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 143, ep_reward: -21, ep_step: 21
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 144, ep_reward: -46, ep_step: 46
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 145, ep_reward: -19, ep_step: 19
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 146, ep_reward: -37, ep_step: 37
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 147, ep_reward: -27, ep_step: 27
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 148, ep_reward: -39, ep_step: 39
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 149, ep_reward: -18, ep_step: 18
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 150, ep_reward: -34, ep_step: 34
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 151, ep_reward: -25, ep_step: 25
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 152, ep_reward: -32, ep_step: 32
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 153, ep_reward: -40, ep_step: 40
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 154, ep_reward: -30, ep_step: 30
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 155, ep_reward: -36, ep_step: 36
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 156, ep_reward: -29, ep_step: 29
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 157, ep_reward: -30, ep_step: 30
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 159, ep_reward: -22, ep_step: 22
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 160, ep_reward: -18, ep_step: 18
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 161, ep_reward: -46, ep_step: 46
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 162, ep_reward: -27, ep_step: 27
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 163, ep_reward: -22, ep_step: 22
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 164, ep_reward: -34, ep_step: 34
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 165, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 166, ep_reward: -24, ep_step: 24
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 167, ep_reward: -45, ep_step: 45
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 168, ep_reward: -36, ep_step: 36
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 169, ep_reward: -20, ep_step: 20
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 170, ep_reward: -26, ep_step: 26
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 171, ep_reward: -29, ep_step: 29
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 172, ep_reward: -32, ep_step: 32
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 173, ep_reward: -17, ep_step: 17
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 174, ep_reward: -31, ep_step: 31
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 175, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 179, ep_reward: -21, ep_step: 21
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 180, ep_reward: -31, ep_step: 31
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 181, ep_reward: -21, ep_step: 21
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 182, ep_reward: -39, ep_step: 39
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 191, ep_reward: -36, ep_step: 36
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 200, ep_reward: -14, ep_step: 14
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 201, ep_reward: -31, ep_step: 31
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 204, ep_reward: -36, ep_step: 36
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 217, ep_reward: -48, ep_step: 48
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 218, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 219, ep_reward: -133, ep_step: 34
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 220, ep_reward: -17, ep_step: 17
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 221, ep_reward: -20, ep_step: 20
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 222, ep_reward: -18, ep_step: 18
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 223, ep_reward: -35, ep_step: 35
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 224, ep_reward: -17, ep_step: 17
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 225, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 226, ep_reward: -16, ep_step: 16
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 227, ep_reward: -25, ep_step: 25
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 229, ep_reward: -26, ep_step: 26
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 230, ep_reward: -19, ep_step: 19
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 231, ep_reward: -17, ep_step: 17
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 232, ep_reward: -27, ep_step: 27
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 233, ep_reward: -30, ep_step: 30
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 234, ep_reward: -17, ep_step: 17
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 235, ep_reward: -18, ep_step: 18
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 236, ep_reward: -122, ep_step: 23
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 237, ep_reward: -25, ep_step: 25
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 238, ep_reward: -20, ep_step: 20
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 239, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 240, ep_reward: -39, ep_step: 39
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 241, ep_reward: -17, ep_step: 17
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2023-05-19 00:58:39 - SimpleLog - INFO: - episode: 242, ep_reward: -14, ep_step: 14
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 243, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 244, ep_reward: -22, ep_step: 22
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 245, ep_reward: -31, ep_step: 31
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 246, ep_reward: -20, ep_step: 20
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 247, ep_reward: -28, ep_step: 28
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 248, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 249, ep_reward: -19, ep_step: 19
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 250, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 251, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 252, ep_reward: -21, ep_step: 21
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 253, ep_reward: -16, ep_step: 16
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 254, ep_reward: -22, ep_step: 22
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 255, ep_reward: -18, ep_step: 18
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 256, ep_reward: -23, ep_step: 23
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 257, ep_reward: -16, ep_step: 16
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 258, ep_reward: -22, ep_step: 22
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 259, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 260, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 261, ep_reward: -19, ep_step: 19
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 262, ep_reward: -17, ep_step: 17
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 263, ep_reward: -32, ep_step: 32
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 264, ep_reward: -16, ep_step: 16
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 265, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 266, ep_reward: -17, ep_step: 17
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 267, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 268, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 269, ep_reward: -28, ep_step: 28
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 270, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 271, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 272, ep_reward: -16, ep_step: 16
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 273, ep_reward: -128, ep_step: 29
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 274, ep_reward: -32, ep_step: 32
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 275, ep_reward: -24, ep_step: 24
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 276, ep_reward: -26, ep_step: 26
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 277, ep_reward: -14, ep_step: 14
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 278, ep_reward: -25, ep_step: 25
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 279, ep_reward: -22, ep_step: 22
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 280, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 281, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 282, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 283, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 284, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 285, ep_reward: -16, ep_step: 16
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 286, ep_reward: -21, ep_step: 21
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 287, ep_reward: -19, ep_step: 19
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 288, ep_reward: -26, ep_step: 26
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 289, ep_reward: -16, ep_step: 16
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 290, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 291, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 292, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 293, ep_reward: -15, ep_step: 15
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 294, ep_reward: -13, ep_step: 13
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 295, ep_reward: -24, ep_step: 24
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+
2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 296, ep_reward: -19, ep_step: 19
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 297, ep_reward: -14, ep_step: 14
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 298, ep_reward: -16, ep_step: 16
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2023-05-19 00:58:40 - SimpleLog - INFO: - episode: 299, ep_reward: -17, ep_step: 17
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+
2023-05-19 00:58:40 - SimpleLog - INFO: - Finish training! total time consumed: 3.10s
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