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A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

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This PR introduces the concept of storage save hooks, which can modify a storage before serializing it TODO: - Account for more complex data structures (e.g. nested done, nested rewards)...

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Environments
Data

## Motivation There is currently no TensorSpec such that it allows sequential data. For example, if an environment was supposed to represent a sentence, it would be represented as (batch_size,...

enhancement

## Describe the bug There is a bug when an EnvBase has a MultiDiscreteTensorSpec and moved to mps (I have not tested yet if the issue persists with cuda). ##...

bug

## Describe the bug There seems to be a bug with performing a rollout when the tensordicts produced do not have the same shape. The rollout used to produce LazyStackedTensorDict,...

bug

The "Run in Colab" button of the notebooks seems to give an error ```bash Notebook not found There was an error loading this notebook. Ensure that the file is accessible...

bug