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0.7.2: ParallelEnv fix

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@vmoens vmoens released this 10 Mar 16:04
· 124 commits to main since this release

We are releasing TorchRL 0.7.2, a minor update that addresses several important bug fixes to improve the stability and reliability of our library.

This release is particularly crucial as it resolves a critical issue (#2840) where, under certain conditions, the device setting of the parallel environment would prevent the tensors in the buffers from being properly cloned. This resulted in rollouts returning the same tensor instances across steps, potentially leading to incorrect behavior and results.

Due to the severity of this bug, we strongly recommend that all users upgrade to TorchRL 0.7.2 to ensure the accuracy and reliability of their experiments.

The full list of changes can be found below:

Full Changelog: v0.7.1...v0.7.2