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from easydict import EasyDict |
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from ding.config import parallel_transform |
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cpong_dqn_config = dict( |
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env=dict( |
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collector_env_num=16, |
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collector_episode_num=2, |
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evaluator_env_num=8, |
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evaluator_episode_num=2, |
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stop_value=20, |
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opponent_type="builtin", |
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env_id='cPongDouble-v0', |
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), |
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policy=dict( |
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cuda=False, |
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model=dict( |
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obs_shape=[4, 84, 84], |
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action_shape=3, |
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encoder_hidden_size_list=[128, 128, 512], |
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), |
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nstep=1, |
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discount_factor=0.99, |
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learn=dict( |
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batch_size=16, |
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learning_rate=0.001, |
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learner=dict( |
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learner_num=1, |
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send_policy_freq=1, |
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), |
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), |
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collect=dict( |
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n_sample=16, |
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collector=dict( |
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collector_num=2, |
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update_policy_second=3, |
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), |
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), |
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eval=dict(evaluator=dict(eval_freq=50, )), |
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other=dict( |
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eps=dict( |
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type='exp', |
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start=0.95, |
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end=0.1, |
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decay=100000, |
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), |
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replay_buffer=dict( |
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replay_buffer_size=100000, |
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enable_track_used_data=False, |
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), |
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commander=dict( |
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collector_task_space=2, |
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learner_task_space=1, |
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eval_interval=5, |
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league=dict(), |
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), |
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), |
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) |
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) |
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cpong_dqn_config = EasyDict(cpong_dqn_config) |
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main_config = cpong_dqn_config |
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cpong_dqn_create_config = dict( |
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env=dict( |
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import_names=['dizoo.competitive_rl.envs.competitive_rl_env'], |
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type='competitive_rl', |
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), |
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env_manager=dict(type='base'), |
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policy=dict(type='dqn_command'), |
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learner=dict(type='base', import_names=['ding.worker.learner.base_learner']), |
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collector=dict( |
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type='marine', |
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import_names=['ding.worker.collector.marine_parallel_collector'], |
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), |
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commander=dict( |
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type='one_vs_one', |
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import_names=['ding.worker.coordinator.one_vs_one_parallel_commander'], |
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), |
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comm_learner=dict( |
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type='flask_fs', |
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import_names=['ding.worker.learner.comm.flask_fs_learner'], |
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), |
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comm_collector=dict( |
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type='flask_fs', |
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import_names=['ding.worker.collector.comm.flask_fs_collector'], |
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), |
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) |
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cpong_dqn_create_config = EasyDict(cpong_dqn_create_config) |
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create_config = cpong_dqn_create_config |
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cpong_dqn_system_config = dict( |
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coordinator=dict(), |
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path_data='./data', |
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path_policy='./policy', |
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communication_mode='auto', |
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learner_gpu_num=0, |
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) |
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cpong_dqn_system_config = EasyDict(cpong_dqn_system_config) |
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system_config = cpong_dqn_system_config |
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