Shenzhi-Wang / reconLinks
The official source code for "Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling" (ACL 2024, Findings)
☆13Updated last year
Alternatives and similar repositories for recon
Users that are interested in recon are comparing it to the libraries listed below
Sorting:
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆120Updated 9 months ago
- Extensive Self-Contrast Enables Feedback-Free Language Model Alignment☆20Updated last year
- ☆47Updated 6 months ago
- ☆53Updated 6 months ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆60Updated 6 months ago
- ☆46Updated 2 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆107Updated last year
- PreAct: Prediction Enhances Agent's Planning Ability (Coling2025)☆28Updated 8 months ago
- Source code for our paper: "Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction A…☆47Updated last year
- The official implementation of Self-Exploring Language Models (SELM)☆64Updated last year
- [EMNLP 2024] Ask-before-Plan: Proactive Language Agents for Real-World Planning☆22Updated 2 weeks ago
- MARFT stands for Multi-Agent Reinforcement Fine-Tuning. This repository implements an LLM-based multi-agent reinforcement fine-tuning fra…☆56Updated this week
- Reinforced Multi-LLM Agents training☆36Updated 2 months ago
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆74Updated last year
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆104Updated 3 weeks ago
- [ICML 2025] Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search☆107Updated 2 months ago
- ☆24Updated last week
- Natural Language Reinforcement Learning☆92Updated 2 weeks ago
- The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models…☆36Updated last year
- ☆24Updated 10 months ago
- 超简单复现Deepseek-R1-Zero和Deepseek-R1,以「24点游戏」为例。通过zero-RL、SFT以及SFT+RL,以激发LLM的自主验证反思能力。 About Clean, minimal, accessible reproduction of Dee…☆24Updated 4 months ago
- ☆43Updated 5 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 9 months ago
- [ICLR 2024] Trajectory-as-Exemplar Prompting with Memory for Computer Control☆60Updated 7 months ago
- Code for paper "Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System"☆60Updated 9 months ago
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆99Updated 2 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆147Updated 9 months ago
- SIFT: Grounding LLM Reasoning in Contexts via Stickers☆57Updated 5 months ago
- Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF☆22Updated 10 months ago
- [ACL 2025] Are Your LLMs Capable of Stable Reasoning?☆30Updated last week