ltzheng / SimpleTIRLinks
End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
☆314Updated last month
Alternatives and similar repositories for SimpleTIR
Users that are interested in SimpleTIR are comparing it to the libraries listed below
Sorting:
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆259Updated 5 months ago
- ☆307Updated 5 months ago
- ☆335Updated 3 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆360Updated last month
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆85Updated 5 months ago
- A version of verl to support diverse tool use☆654Updated 2 weeks ago
- ☆211Updated 8 months ago
- Towards a Unified View of Large Language Model Post-Training☆178Updated 2 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆366Updated 3 months ago
- repo for paper https://arxiv.org/abs/2504.13837☆203Updated 4 months ago
- Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay☆133Updated 5 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆165Updated 7 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆136Updated 6 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆114Updated 3 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 11 months ago
- MiroRL is an MCP-first reinforcement learning framework for deep research agent.☆170Updated 2 months ago
- ☆325Updated 5 months ago
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning☆190Updated 7 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆139Updated 2 weeks ago
- [NeurIPS 2025] The official repo of SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond☆176Updated 4 months ago
- Resources for the Enigmata Project.☆72Updated 2 months ago
- 🔧Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆282Updated 2 weeks ago
- Reproducing R1 for Code with Reliable Rewards☆264Updated 6 months ago
- Extrapolating RLVR to General Domains without Verifiers☆177Updated 2 months ago
- A comprehensive collection of process reward models.☆116Updated last month
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆326Updated last week
- A Comprehensive Survey on Long Context Language Modeling☆199Updated 4 months ago
- ☆213Updated 7 months ago
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆264Updated last week
- OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning☆152Updated 10 months ago