garage.np.algos.meta_rl_algorithm module¶
Interface of Meta-RL ALgorithms.
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class
MetaRLAlgorithm
[source]¶ Bases:
garage.np.algos.rl_algorithm.RLAlgorithm
,abc.ABC
Base class for Meta-RL Algorithms.
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adapt_policy
(exploration_policy, exploration_trajectories)[source]¶ Produce a policy adapted for a task.
Parameters: - exploration_policy (garage.Policy) – A policy which was returned from get_exploration_policy(), and which generated exploration_trajectories by interacting with an environment. The caller may not use this object after passing it into this method.
- exploration_trajectories (garage.TrajectoryBatch) – Trajectories to adapt to, generated by exploration_policy exploring the environment.
Returns: - A policy adapted to the task represented by the
exploration_trajectories.
Return type: garage.Policy
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