waterhorse1 / Natural-language-RLLinks
Natural Language Reinforcement Learning
☆89Updated 6 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:
- ☆114Updated 5 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆65Updated 2 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆144Updated 7 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 7 months ago
- ☆31Updated 7 months ago
- MARFT stands for Multi-Agent Reinforcement Fine-Tuning. This repository implements an LLM-based multi-agent reinforcement fine-tuning fra…☆43Updated last week
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆95Updated 2 weeks ago
- ☆61Updated 3 months ago
- ☆95Updated 11 months ago
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆30Updated last year
- ☆52Updated 4 months ago
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆161Updated 3 weeks ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆59Updated 4 months ago
- Code for "Reasoning to Learn from Latent Thoughts"☆104Updated 2 months ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆138Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 9 months ago
- [ICLR 2024] Trajectory-as-Exemplar Prompting with Memory for Computer Control☆57Updated 5 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆108Updated 2 months ago
- Code for Paper: Learning Adaptive Parallel Reasoning with Language Models☆107Updated 2 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆179Updated 2 months ago
- ☆33Updated 4 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆82Updated last month
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆99Updated last month
- ☆47Updated last week
- official implementation of ICLR'2025 paper: Rethinking Bradley-Terry Models in Preference-based Reward Modeling: Foundations, Theory, and…☆62Updated 2 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆153Updated 3 months ago
- RL Scaling and Test-Time Scaling (ICML'25)☆106Updated 5 months ago
- Implementation of the Quiet-STAR paper (https://arxiv.org/pdf/2403.09629.pdf)☆54Updated 10 months ago
- ☆169Updated this week
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆94Updated 3 months ago