ziyuwan / ReMA-publicLinks
Reinforced Multi-LLM Agents training
☆45Updated 3 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:
- MARFT stands for Multi-Agent Reinforcement Fine-Tuning. This repository implements an LLM-based multi-agent reinforcement fine-tuning fra…☆62Updated last month
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆149Updated 10 months ago
- Natural Language Reinforcement Learning☆97Updated last month
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆81Updated 3 months ago
- ☆46Updated 7 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 9 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆42Updated last week
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆246Updated last month
- Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay☆122Updated 3 months ago
- ☆287Updated 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
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆127Updated 6 months ago
- ☆49Updated 10 months ago
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆128Updated 7 months ago
- ☆60Updated 3 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆112Updated 4 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 11 months ago
- ☆49Updated 6 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆86Updated last year
- ☆67Updated 3 months ago
- OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning☆149Updated 8 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆44Updated 3 months ago
- [NeurIPS 2024] Agent Planning with World Knowledge Model☆148Updated 9 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆109Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆147Updated 7 months ago
- ☆116Updated 8 months ago
- ☆108Updated last month
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆185Updated 8 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆136Updated 2 months ago
- [ICML 2025] Official Implementation of GLIDER☆56Updated 3 months ago