imitation.scripts.ingredients#

Ingredients for Sacred experiments.

Modules

imitation.scripts.ingredients.bc

This ingredient provides BC algorithm instance.

imitation.scripts.ingredients.demonstrations

This ingredient provides (expert) demonstrations to learn from.

imitation.scripts.ingredients.environment

This ingredient provides a vectorized gym environment.

imitation.scripts.ingredients.expert

This ingredient provides an expert policy.

imitation.scripts.ingredients.logging

This ingredient provides a number of logging utilities.

imitation.scripts.ingredients.policy

This ingredient provides a newly constructed stable-baselines3 policy.

imitation.scripts.ingredients.policy_evaluation

This ingredient performs evaluation of learned policy.

imitation.scripts.ingredients.reward

This ingredient provides a reward network.

imitation.scripts.ingredients.rl

This ingredient provides a reinforcement learning algorithm from stable-baselines3.

imitation.scripts.ingredients.sqil

This ingredient provides a SQIL algorithm instance.

imitation.scripts.ingredients.wb

This ingredient provides Weights & Biases logging.