| from easydict import EasyDict | |
| coinrun_dqn_config = dict( | |
| env=dict( | |
| env_id='coinrun', | |
| collector_env_num=4, | |
| evaluator_env_num=4, | |
| n_evaluator_episode=4, | |
| stop_value=10, | |
| ), | |
| policy=dict( | |
| cuda=False, | |
| model=dict( | |
| obs_shape=[3, 64, 64], | |
| action_shape=15, | |
| encoder_hidden_size_list=[128, 128, 512], | |
| dueling=False, | |
| ), | |
| discount_factor=0.99, | |
| learn=dict( | |
| update_per_collect=20, | |
| batch_size=32, | |
| learning_rate=0.0005, | |
| target_update_freq=500, | |
| ), | |
| collect=dict(n_sample=100, ), | |
| eval=dict(evaluator=dict(eval_freq=5000, )), | |
| other=dict( | |
| eps=dict( | |
| type='exp', | |
| start=1., | |
| end=0.05, | |
| decay=250000, | |
| ), | |
| replay_buffer=dict(replay_buffer_size=100000, ), | |
| ), | |
| ), | |
| ) | |
| coinrun_dqn_config = EasyDict(coinrun_dqn_config) | |
| main_config = coinrun_dqn_config | |
| coinrun_dqn_create_config = dict( | |
| env=dict( | |
| type='procgen', | |
| import_names=['dizoo.procgen.envs.procgen_env'], | |
| ), | |
| env_manager=dict(type='subprocess', ), | |
| policy=dict(type='dqn'), | |
| ) | |
| coinrun_dqn_create_config = EasyDict(coinrun_dqn_create_config) | |
| create_config = coinrun_dqn_create_config | |