Alternatives and similar repositories for Natural-language-RL

Users that are interested in Natural-language-RL are comparing it to the libraries listed below

• jwliao-ai / MARFT
  MARFT stands for Multi-Agent Reinforcement Fine-Tuning. This repository implements an LLM-based multi-agent reinforcement fine-tuning fra…
  ☆53Updated 3 weeks ago
• jwhj / OREO
  ☆114Updated 6 months ago
• Berkeley-NLP / Agent-Eval-Refine
  Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]
  ☆139Updated 8 months ago
• LAMDASZ-ML / Self-Backtracking
  ☆47Updated 5 months ago
• zitian-gao / SC-MCTS
  Interpretable Contrastive Monte Carlo Tree Search Reasoning
  ☆48Updated 8 months ago
• WooooDyy / LLM-Reverse-Curriculum-RL
  Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…
  ☆107Updated last year
• Yifan-Song793 / ETO
  Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)
  ☆147Updated 9 months ago
• THUDM / T1
  RL Scaling and Test-Time Scaling (ICML'25)
  ☆109Updated 6 months ago
• hkust-nlp / B-STaR
  B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
  ☆82Updated 2 months ago
• Yu-Fangxu / FoR
  [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples
  ☆103Updated last week
• GuanghaoYe / Emergence-of-Thinking
  ☆53Updated 5 months ago
• cmu-mind / RISE
  ☆32Updated 9 months ago
• WindyLee0822 / Process_Q_Model
  official implementation of paper "Process Reward Model with Q-value Rankings"
  ☆60Updated 5 months ago
• dvlab-research / ARPO
  Official Implementation of ARPO: End-to-End Policy Optimization for GUI Agents with Experience Replay
  ☆99Updated 2 months ago
• NineAbyss / S2R
  This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"
  ☆69Updated 3 months ago
• ziyuwan / ReMA-public
  Reinforced Multi-LLM Agents training
  ☆32Updated last month
• thu-coai / SPaR
  ☆47Updated last month
• amazon-science / PAE
  ☆60Updated 4 months ago
• MLE-Dojo / MLE-Dojo
  ☆61Updated last week
• sotopia-lab / sotopia-pi
  Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)
  ☆70Updated last year
• Gen-Verse / CURE
  Open-Source LLM Coders with Co-Evolving Reinforcement Learning
  ☆103Updated 2 weeks ago
• YifeiZhou02 / ArCHer
  Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
  ☆184Updated 3 months ago
• sanjibanc / agent_prm
  ☆43Updated 5 months ago
• ltzheng / Synapse
  [ICLR 2024] Trajectory-as-Exemplar Prompting with Memory for Computer Control
  ☆59Updated 6 months ago
• PRIME-RL / ImplicitPRM
  Repo of paper "Free Process Rewards without Process Labels"
  ☆160Updated 4 months ago
• ltzheng / SimpleTIR
  End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
  ☆158Updated last week
• ryoungj / BoLT
  Code for "Reasoning to Learn from Latent Thoughts"
  ☆114Updated 4 months ago
• CMU-AIRe / MRT
  Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".
  ☆100Updated 3 weeks ago
• abdulhaim / LMRL-Gym
  ☆99Updated last year
• xufangzhi / Symbol-LLM
  [ACL 2024] The project of Symbol-LLM
  ☆56Updated last year