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THUDM/TreeRL

0
View on GitHub↗
96 stars·9 forks·Python·Apache-2.0·8 views

TreeRL

Implementation for ACL'25 paper TreeRL: LLM Reinforcement Learning with On-Policy Tree Search. The implementation is based on OpenRLHF

Features

  • Dense Reward Optimization - Reinforcement learning with on-policy tree search.
  • Policy Optimization - On-policy tree search reinforcement learning for language models.

Star history

Star history chart for thudm/treerlStar history chart for thudm/treerl

How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.

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Open-source alternatives to TreeRL

Similar open-source projects, ranked by how many features they share with TreeRL.
  • prime-rl/primePRIME-RL avatar

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  • ruc-nlpir/arpoRUC-NLPIR avatar

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    View on GitHub↗1,049
  • multimodal-art-projection/treepomultimodal-art-projection avatar

    multimodal-art-projection/TreePO

    65View on GitHub↗

    This is the official implementation of TreePO algorithm.

    Python
    View on GitHub↗65
  • yangzhch6/treerpoyangzhch6 avatar

    yangzhch6/TreeRPO

    6View on GitHub↗

    ```bash conda create -n rllm python=3.10 -y conda activate rllm

    Jupyter Notebook
    View on GitHub↗6
See all 29 alternatives to TreeRL→

Frequently asked questions

What does thudm/treerl do?

Implementation for ACL'25 paper TreeRL: LLM Reinforcement Learning with On-Policy Tree Search. The implementation is based on OpenRLHF

What are the main features of thudm/treerl?

The main features of thudm/treerl are: Dense Reward Optimization, Policy Optimization.

What are some open-source alternatives to thudm/treerl?

Open-source alternatives to thudm/treerl include: ruc-nlpir/arpo — [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO). yangzhch6/treerpo — ```bash conda create -n rllm python=3.10 -y conda activate rllm. multimodal-art-projection/treepo — This is the official implementation of TreePO algorithm. prime-rl/prime — ✨ Getting Started • 📖 Introduction 🔧 Usage • 📃 Evaluation • 🎈 Citation • 🌻 Acknowledgement • 📈 Star History. trademaster-ntu/trademaster — TradeMaster is a reinforcement learning trading framework and algorithmic trading simulator designed for designing and… chenxinan-fdu/polaris — 🌠 A PO st-training recipe for scaling R L on A dvanced R eason I ng model S 🚀.