ray/rllib/tuned_examples/maml/cartpole-maml.yaml

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YAML

# Same configs as Pendulum
cartpole-maml:
env: CartPole-v0
run: MAML
stop:
training_iteration: 100
config:
# Works with both frameworks, "tf" and "torch".
framework: torch
horizon: 200
rollout_fragment_length: 200
num_envs_per_worker: 10
inner_adaptation_steps: 1
maml_optimizer_steps: 5
gamma: 0.99
lambda: 1.0
lr: 0.001
vf_loss_coeff: 0.5
clip_param: 0.3
kl_target: 0.01
kl_coeff: 0.001
num_workers: 20
num_gpus: 1
inner_lr: 0.03
clip_actions: False
use_meta_env: False
model:
fcnet_hiddens: [64, 64]