tongjingqi / Awesome-Agent-RLLinks
A curated list of awesome resources about reward construction for AI agents. This repository covers cutting-edge research, and practical guides on defining and collecting rewards to build more intelligent and aligned AI agents.
☆49Updated 2 months ago
Alternatives and similar repositories for Awesome-Agent-RL
Users that are interested in Awesome-Agent-RL are comparing it to the libraries listed below
Sorting:
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆97Updated 9 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆177Updated 4 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆70Updated 7 months ago
- Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning☆109Updated last month
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆194Updated 2 weeks ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆387Updated 4 months ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆141Updated last month
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆373Updated last month
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆255Updated 3 months ago
- The implementation for ICLR 2025 Oral: From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.☆50Updated 3 months ago
- ☆168Updated last month
- [COLM'25] Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?☆35Updated 5 months ago
- ☆55Updated 4 months ago
- Code and data for "Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?" (ACL 2024)☆32Updated last year
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆280Updated 3 weeks ago
- Latest Advances on Long Chain-of-Thought Reasoning☆557Updated 4 months ago
- ☆56Updated 5 months ago
- Test-time preferenece optimization (ICML 2025).☆170Updated 6 months ago
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆373Updated last month
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆317Updated last month
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆189Updated 5 months ago
- ☆289Updated 4 months ago
- The official code of ARPO & AEPO☆806Updated 2 weeks ago
- Extrapolating RLVR to General Domains without Verifiers☆180Updated 3 months ago
- TraceRL & TraDo-8B: Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models☆327Updated last week
- Towards a Unified View of Large Language Model Post-Training☆187Updated 2 months ago
- A Framework for LLM-based Multi-Agent Reinforced Training and Inference☆348Updated last week
- A comprehensive collection of process reward models.☆122Updated last month
- Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"☆45Updated 3 months ago
- End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆324Updated 2 months ago