File size: 1,530 Bytes
079c32c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 |
from easydict import EasyDict
lunarlander_qrdqn_config = dict(
exp_name='lunarlander_qrdqn_seed0',
env=dict(
collector_env_num=8,
evaluator_env_num=8,
env_id='LunarLander-v2',
n_evaluator_episode=8,
stop_value=200,
),
policy=dict(
cuda=False,
model=dict(
obs_shape=8,
action_shape=4,
),
nstep=1,
discount_factor=0.97,
learn=dict(
batch_size=64,
learning_rate=0.001,
),
collect=dict(n_sample=128, ),
eval=dict(evaluator=dict(eval_freq=50, )),
other=dict(
eps=dict(
type='exp',
start=0.95,
end=0.1,
decay=10000,
),
replay_buffer=dict(replay_buffer_size=20000, ),
),
),
)
lunarlander_qrdqn_config = EasyDict(lunarlander_qrdqn_config)
main_config = lunarlander_qrdqn_config
lunarlander_qrdqn_create_config = dict(
env=dict(
type='lunarlander',
import_names=['dizoo.box2d.lunarlander.envs.lunarlander_env'],
),
env_manager=dict(type='subprocess'),
policy=dict(type='qrdqn'),
)
lunarlander_qrdqn_create_config = EasyDict(lunarlander_qrdqn_create_config)
create_config = lunarlander_qrdqn_create_config
if __name__ == '__main__':
# or you can enter `ding -m serial -c lunarlander_qrdqn_config.py -s 0`
from ding.entry import serial_pipeline
serial_pipeline([main_config, create_config], seed=0)
|