reference/modules_exploration

Run in Google Colab

Colab

Download Notebook

Notebook

View on GitHub

GitHub

Exploration Strategies

Exploration modules add noise to actions to enable exploration during training.

AdditiveGaussianModule(*args, **kwargs)	Additive Gaussian PO module.
ConsistentDropoutModule(*args, **kwargs)	A TensorDictModule wrapper for ConsistentDropout.
EGreedyModule(*args, **kwargs)	Epsilon-Greedy exploration module.
OrnsteinUhlenbeckProcessModule(*args, **kwargs)	Ornstein-Uhlenbeck exploration policy module.

Helpers

set_exploration_modules_spec_from_env(...)

Sets exploration module specs from an environment action spec.