waterhorse1 / Natural-language-RLLinks
Natural Language Reinforcement Learning
☆100Updated 4 months ago
Alternatives and similar repositories for Natural-language-RL
Users that are interested in Natural-language-RL are comparing it to the libraries listed below
Sorting:
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆159Updated last year
- official implementation of paper "Process Reward Model with Q-value Rankings"☆65Updated 10 months ago
- ☆116Updated 11 months ago
- Reinforced Multi-LLM Agents training☆60Updated 6 months ago
- ☆74Updated last month
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆112Updated 4 months ago
- ☆53Updated 10 months ago
- [NeurIPS 2025 Spotlight] Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning☆144Updated 3 months ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆147Updated last year
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆114Updated last year
- Verlog: A Multi-turn RL framework for LLM agents☆67Updated last month
- ☆65Updated 9 months ago
- ☆32Updated last year
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆86Updated 7 months ago
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆79Updated last year
- ☆50Updated 10 months ago
- ☆51Updated 10 months ago
- RL Scaling and Test-Time Scaling (ICML'25)☆112Updated 11 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆198Updated 8 months ago
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆70Updated 9 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆114Updated 4 months ago
- ☆46Updated 6 months ago
- Reinforcing General Reasoning without Verifiers☆92Updated 6 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated last year
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆70Updated 8 months ago
- GenRM-CoT: Data release for verification rationales☆66Updated last year
- ☆86Updated last month
- MPO: Boosting LLM Agents with Meta Plan Optimization (EMNLP 2025 Findings)☆73Updated 4 months ago
- ☆66Updated 6 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆63Updated last year