reference/generated/torchrl.trainers.algorithms.configs.utils.RMSpropConfig

Run in Google Colab

Colab

Download Notebook

Notebook

View on GitHub

GitHub

torchrl.trainers.algorithms.configs.utils.RMSpropConfig

class torchrl.trainers.algorithms.configs.utils.RMSpropConfig(lr: float = 0.01, alpha: float = 0.99, eps: float = 1e-08, weight_decay: float = 0.0, momentum: float = 0.0, centered: bool = False, capturable: bool = False, foreach: bool | None = None, maximize: bool = False, differentiable: bool = False, _target_: str = 'torch.optim.RMSprop', _partial_: bool = True)

Hydra configuration for torch.optim.RMSprop.

Every kwarg accepted by torch.optim.RMSprop.__init__ is exposed as a field here.