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| from easydict import EasyDict | |
| from ding.entry import serial_pipeline | |
| agent_num = 8 | |
| collector_env_num = 8 | |
| evaluator_env_num = 8 | |
| special_global_state = True | |
| SMAC_8m9m_masac_default_config = dict( | |
| exp_name='smac_8m9m_masac_seed0', | |
| env=dict( | |
| map_name='8m_vs_9m', | |
| difficulty=7, | |
| reward_only_positive=True, | |
| mirror_opponent=False, | |
| agent_num=agent_num, | |
| collector_env_num=collector_env_num, | |
| evaluator_env_num=evaluator_env_num, | |
| n_evaluator_episode=32, | |
| stop_value=0.99, | |
| death_mask=False, | |
| special_global_state=special_global_state, | |
| manager=dict( | |
| shared_memory=False, | |
| reset_timeout=6000, | |
| ), | |
| ), | |
| policy=dict( | |
| cuda=True, | |
| on_policy=False, | |
| random_collect_size=0, | |
| model=dict( | |
| agent_obs_shape=108, | |
| global_obs_shape=263, | |
| action_shape=15, | |
| twin_critic=True, | |
| actor_head_hidden_size=256, | |
| critic_head_hidden_size=512, | |
| ), | |
| learn=dict( | |
| update_per_collect=50, | |
| batch_size=320, | |
| learning_rate_q=5e-4, | |
| learning_rate_policy=5e-4, | |
| learning_rate_alpha=5e-5, | |
| ignore_done=False, | |
| target_theta=0.005, | |
| discount_factor=0.99, | |
| alpha=0.2, | |
| auto_alpha=True, | |
| log_space=True, | |
| ), | |
| collect=dict( | |
| env_num=collector_env_num, | |
| n_sample=1600, | |
| unroll_len=1, | |
| ), | |
| command=dict(), | |
| eval=dict( | |
| evaluator=dict(eval_freq=500, ), | |
| env_num=evaluator_env_num, | |
| ), | |
| other=dict( | |
| eps=dict( | |
| type='linear', | |
| start=1, | |
| end=0.05, | |
| decay=100000, | |
| ), | |
| replay_buffer=dict(replay_buffer_size=50000, ), | |
| ), | |
| ), | |
| ) | |
| SMAC_8m9m_masac_default_config = EasyDict(SMAC_8m9m_masac_default_config) | |
| main_config = SMAC_8m9m_masac_default_config | |
| SMAC_8m9m_masac_default_create_config = dict( | |
| env=dict( | |
| type='smac', | |
| import_names=['dizoo.smac.envs.smac_env'], | |
| ), | |
| env_manager=dict(type='subprocess'), | |
| policy=dict(type='sac_discrete', ), | |
| ) | |
| SMAC_8m9m_masac_default_create_config = EasyDict(SMAC_8m9m_masac_default_create_config) | |
| create_config = SMAC_8m9m_masac_default_create_config | |
| if __name__ == '__main__': | |
| from ding.entry import serial_pipeline | |
| serial_pipeline((main_config, create_config), seed=0) | |