Download Latest Version v0.9.2_ Bug fixes and perf improvements source code.tar.gz (8.8 MB)
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torchrl-0.9.2-cp313-cp313t-manylinux_2_28_aarch64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp313-cp313t-manylinux_2_28_x86_64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp313-cp313t-win_amd64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp313-cp313-win_amd64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp313-cp313t-macosx_11_0_arm64.whl 2025-07-17 1.8 MB
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torchrl-0.9.2-cp313-cp313-manylinux_2_28_aarch64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp313-cp313-manylinux_2_28_x86_64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp312-cp312-win_amd64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp313-cp313-macosx_11_0_arm64.whl 2025-07-17 1.7 MB
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torchrl-0.9.2-cp312-cp312-macosx_11_0_arm64.whl 2025-07-17 1.7 MB
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torchrl-0.9.2-cp312-cp312-manylinux_2_28_aarch64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp312-cp312-manylinux_2_28_x86_64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp311-cp311-manylinux_2_28_x86_64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp311-cp311-win_amd64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp311-cp311-macosx_11_0_arm64.whl 2025-07-17 1.7 MB
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torchrl-0.9.2-cp311-cp311-manylinux_2_28_aarch64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp310-cp310-manylinux_2_28_aarch64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp310-cp310-manylinux_2_28_x86_64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp310-cp310-win_amd64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp39-cp39-win_amd64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp310-cp310-macosx_11_0_arm64.whl 2025-07-17 1.7 MB
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torchrl-0.9.2-cp39-cp39-manylinux_2_28_aarch64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp39-cp39-manylinux_2_28_x86_64.whl 2025-07-17 1.4 MB
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torchrl-0.9.2-cp39-cp39-macosx_11_0_arm64.whl 2025-07-17 1.7 MB
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README.md 2025-07-17 958 Bytes
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v0.9.2_ Bug fixes and perf improvements source code.tar.gz 2025-07-17 8.8 MB
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v0.9.2_ Bug fixes and perf improvements source code.zip 2025-07-17 9.4 MB
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TorchRL 0.9.2 Release Notes

This release focuses on bug fixes, performance improvements, and code quality enhancements.

🚀 New Features

  • LineariseRewards: Now supports negative weights for more flexible reward shaping (#3064)

🐛 Bug Fixes

  • Fixed policy reference handling in state dictionaries (#3043)
  • Improved unbatched data handling in LLM wrappers (#3070)
  • Fixed cross-entropy log-probability computation for batched inputs (#3080)
  • Fixed Binary clone() operations (#3077)
  • Fixed in-place spec modifications in TransformedEnv (#3076)

⚡ Performance Improvements

  • Optimized distribution sampling by avoiding unnecessary log-probability computations (#3081)

🔧 Code Quality

  • Standardized coefficient naming in A2C and PPO algorithms (#3079)

📦 Installation

:::bash
pip install torchrl==0.9.2

Thanks to all contributors: @felixy12, @Xmaster6y, @louisfaury and @LCarmi

Source: README.md, updated 2025-07-17