AIFrameResearch / SPOLinks
Segment Policy Optimization: Improved Credit Assignment in Reinforcement Learning for LLMs
☆29Updated last month
Alternatives and similar repositories for SPO
Users that are interested in SPO are comparing it to the libraries listed below
Sorting:
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆81Updated 2 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆288Updated last month
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 9 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆248Updated 3 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆69Updated 4 months ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆128Updated 4 months ago
- ☆280Updated 3 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆86Updated 6 months ago
- Extrapolating RLVR to General Domains without Verifiers☆146Updated 3 weeks ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆101Updated 3 weeks ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆81Updated 6 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆20Updated 3 weeks ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆134Updated last month
- ☆147Updated 3 months ago
- ☆67Updated 2 months ago
- 🔧Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆246Updated 3 weeks ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆84Updated 6 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆41Updated 2 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆315Updated last month
- ☆328Updated last month
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 5 months ago
- ☆207Updated 6 months ago
- Official Repository of "Learning what reinforcement learning can't"☆64Updated last week
- [arxiv: 2505.02156] Adaptive Thinking via Mode Policy Optimization for Social Language Agents☆42Updated 2 months ago
- ☆56Updated 2 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆167Updated last month
- ☆34Updated 2 weeks ago
- ☆204Updated 5 months ago
- Code repo for "Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning"☆28Updated last month
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆174Updated 2 months ago