WeiminXiong / MPOLinks
MPO: Boosting LLM Agents with Meta Plan Optimization
☆62Updated 4 months ago
Alternatives and similar repositories for MPO
Users that are interested in MPO are comparing it to the libraries listed below
Sorting:
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆55Updated 7 months ago
- RL Scaling and Test-Time Scaling (ICML'25)☆108Updated 5 months ago
- SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis☆79Updated last month
- ☆102Updated 7 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆137Updated this week
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 8 months ago
- ☆114Updated 5 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆74Updated 3 months ago
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆113Updated 8 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆146Updated 8 months ago
- ☆64Updated 3 weeks ago
- ☆47Updated last month
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆100Updated last month
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆98Updated 4 months ago
- [ICML 2025] Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search☆103Updated last month
- ☆127Updated last year
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆102Updated 2 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆106Updated last year
- Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆197Updated last week
- IKEA: Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent☆60Updated 2 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆60Updated 7 months ago
- [NeurIPS 2024] Agent Planning with World Knowledge Model☆141Updated 6 months ago
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆78Updated last month
- ☆138Updated 2 months ago
- OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning☆145Updated 6 months ago
- The official repository of the Omni-MATH benchmark.☆85Updated 6 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆163Updated this week
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆125Updated 3 months ago
- MARFT stands for Multi-Agent Reinforcement Fine-Tuning. This repository implements an LLM-based multi-agent reinforcement fine-tuning fra…☆45Updated 3 weeks ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆57Updated last year