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from easydict import EasyDict
coinrun_ppo_config = dict(
env=dict(
is_train=True,
env_id='coinrun',
collector_env_num=4,
evaluator_env_num=4,
n_evaluator_episode=4,
stop_value=10,
),
policy=dict(
cuda=False,
action_space='discrete',
model=dict(
obs_shape=[3, 64, 64],
action_space='discrete',
action_shape=15,
encoder_hidden_size_list=[32, 32, 64],
),
learn=dict(
learning_rate=0.0001,
update_per_collect=5,
batch_size=64,
value_weight=0.5,
entropy_weight=0.01,
clip_ratio=0.2,
),
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_ppo_config = EasyDict(coinrun_ppo_config)
main_config = coinrun_ppo_config
coinrun_ppo_create_config = dict(
env=dict(
type='procgen',
import_names=['dizoo.procgen.envs.procgen_env'],
),
env_manager=dict(type='subprocess', ),
policy=dict(type='ppo'),
)
coinrun_ppo_create_config = EasyDict(coinrun_ppo_create_config)
create_config = coinrun_ppo_create_config
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