reference/objectives_value

Run in Google Colab

Colab

Download Notebook

Notebook

View on GitHub

GitHub

Value-Based Methods

Loss modules for value-based RL algorithms.

DQNLoss(*args, **kwargs)	The DQN Loss class.
DistributionalDQNLoss(*args, **kwargs)	A distributional DQN loss class.
IQLLoss(*args, **kwargs)	TorchRL implementation of the IQL loss.
DiscreteIQLLoss(*args, **kwargs)	TorchRL implementation of the discrete IQL loss.
CQLLoss(*args, **kwargs)	TorchRL implementation of the continuous CQL loss.
DiscreteCQLLoss(*args, **kwargs)	TorchRL implementation of the discrete CQL loss.