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Commits on Apr 11, 2023

• [Doc] DDPG and DQN refactoring -- Doc cleaning (pytorch#1036)

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• [BugFix] Codecov SHA error (pytorch#1035)

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• [BugFix] Advantage normalisation in ClipPPOLoss is done after computing gain1 (pytorch#1033)

  albertbou92

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Commits on Apr 9, 2023

• Revert "[Doc] Refactor DDPG and DQN tutos to narrow the scope" (pytorch#1032)

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Commits on Apr 7, 2023

• [Doc] Refactor DDPG and DQN tutos to narrow the scope (pytorch#979)

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Commits on Apr 6, 2023

• [Benchmark] Fix adv benchmark (pytorch#1030)

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• [Feature] Benchmarking worflow (pytorch#1028)

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• [Feature] Multiagent API in vmas (pytorch#983)

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  matteobettini

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• [CI] Fix Brax 0.9.0 (pytorch#1011)

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• [Refactor] Minor changes in tensordict construction (pytorch#1029)

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Commits on Apr 5, 2023

• [Feature] Distributed data collector (ray) (pytorch#930)

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• [Feature] PPO allow entropy logging when entropy_coeff is 0 (pytorch#1025)

  matteobettini

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• [BugFix] Fix params and buffer casting for policies (pytorch#1022)

  vmoens

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Commits on Apr 4, 2023

• [Refactor] Improve collector performance (pytorch#1020)

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• [BugFix] Fix collector reset with truncation (pytorch#1021)

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Commits on Apr 3, 2023

• [WIP, CI] Upgrade cuda channel (pytorch#1019)

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• [Refactor] Faster transformed distributions (pytorch#1017)

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Commits on Apr 1, 2023

• Advantages pass time_dimand docfix (pytorch#1014)

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Commits on Mar 31, 2023

• [CI] Fix python version in habitat (pytorch#1010)

  vmoens

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• [BugFix] Fix exploration (OU and Gaussian) (pytorch#1006)

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• [Feature] Multidim value functions (pytorch#1007)

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• [BugFix] Patch tests in 1008 (pytorch#1009)

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• [BugFix] Only call replay buffer transforms when there are (pytorch#1008)

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Commits on Mar 30, 2023

• [Feature] Replace ValueError by warning in collectors when total_frames is not an exact multiple of frames_per_batch (pytorch#999)

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Commits on Mar 29, 2023

• [BugFix,Feature,Doc] Fix replay buffers sampling info, docstrings and iteration (pytorch#1003)

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Commits on Mar 28, 2023

• [Refactor] Refactor losses (value function, doc, input batch size) (pytorch#987)

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Commits on Mar 27, 2023

• [BugFix] Fix sampling in PPO tutorial (pytorch#996)

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• [Feature] Bandit datasets (pytorch#912)

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Commits on Mar 26, 2023

• [BugFix] make "_reset", "step_count", and other done_based keys follow done_spec (pytorch#981)

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Commits on Mar 24, 2023

• [Feature] Warn when collectors collect more frames than requested (pytorch#989)

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• [Feature] Add Dropout to MLP module (pytorch#988)

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• [BugFix] Quickfix (pytorch#991)

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• [Refactor, Doc] Refactor refs to SafeModule to TensorDictModule unless necessary (pytorch#986)

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• [Feature] Discrete SAC (pytorch#882)

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Commits on Mar 23, 2023

• [Feature] _DataCollector -> DataCollectorBase (pytorch#985)

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