ziyuwan / ReMA-publicLinks
Reinforced Multi-LLM Agents training
☆60Updated 6 months ago
Alternatives and similar repositories for ReMA-public
Users that are interested in ReMA-public are comparing it to the libraries listed below
Sorting:
- ☆72Updated last month
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆159Updated last year
- This my attempt to create Self-Correcting-LLM based on the paper Training Language Models to Self-Correct via Reinforcement Learning by g…☆37Updated 5 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆148Updated 9 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆56Updated 3 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆93Updated last year
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆144Updated last month
- MPO: Boosting LLM Agents with Meta Plan Optimization (EMNLP 2025 Findings)☆73Updated 3 months ago
- Natural Language Reinforcement Learning☆100Updated 4 months ago
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆91Updated last month
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated last year
- official implementation of paper "Process Reward Model with Q-value Rankings"☆65Updated 10 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆133Updated 8 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆64Updated last year
- OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning☆154Updated 11 months ago
- A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward model…☆59Updated 6 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆49Updated 5 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆113Updated last year
- ☆49Updated 9 months ago
- ☆51Updated last year
- [ICML 2025] Official Implementation of GLIDER☆70Updated 2 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆72Updated 7 months ago
- ☆117Updated 10 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆116Updated 4 months ago
- [EMNLP 2025] WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning☆62Updated last month
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆63Updated last year
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆150Updated 6 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆396Updated 5 months ago
- ☆69Updated 5 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆168Updated 8 months ago