ray/rllib/tuned_examples/dreamer/dreamer-deepmind-control.yaml
2020-08-26 13:24:05 +02:00

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YAML

dmc-dreamer:
run: DREAMER
env:
grid_search:
- ray.rllib.examples.env.dm_control_suite.walker_walk
- ray.rllib.examples.env.dm_control_suite.cheetah_run
- ray.rllib.examples.env.dm_control_suite.hopper_hop
stop:
timesteps_total: 1000000
config:
framework: torch
td_model_lr: 0.0006
actor_lr: 0.00008
critic_lr: 0.00008
discount: 0.99
lambda: 0.95
dreamer_train_iters: 100
horizon: 1000
batch_size: 50
batch_length: 50
imagine_horizon: 15
free_nats: 3.0
batch_mode: complete_episodes
num_gpus: 1
num_workers: 0
clip_actions: False