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from easydict import EasyDict | |
import ding.envs.gym_env | |
cfg = dict( | |
exp_name='LunarLander-v2-A2C', | |
env=dict( | |
collector_env_num=8, | |
evaluator_env_num=8, | |
env_id='LunarLander-v2', | |
n_evaluator_episode=8, | |
stop_value=260, | |
), | |
policy=dict( | |
cuda=True, | |
model=dict( | |
obs_shape=8, | |
action_shape=4, | |
), | |
learn=dict( | |
batch_size=64, | |
learning_rate=3e-4, | |
entropy_weight=0.001, | |
adv_norm=True, | |
), | |
collect=dict( | |
n_sample=64, | |
discount_factor=0.99, | |
gae_lambda=0.95, | |
), | |
), | |
wandb_logger=dict( | |
gradient_logger=True, video_logger=True, plot_logger=True, action_logger=True, return_logger=False | |
), | |
) | |
cfg = EasyDict(cfg) | |
env = ding.envs.gym_env.env | |