WooooDyy / LLM-Reverse-Curriculum-RLLinks
Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" presented by Zhiheng Xi et al.
☆108Updated last year
Alternatives and similar repositories for LLM-Reverse-Curriculum-RL
Users that are interested in LLM-Reverse-Curriculum-RL are comparing it to the libraries listed below
Sorting:
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆147Updated 9 months ago
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆56Updated last year
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆188Updated 4 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆61Updated 10 months ago
- ☆115Updated 7 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆146Updated 6 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆191Updated last year
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆184Updated 7 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 8 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆127Updated 5 months ago
- ☆49Updated 9 months ago
- RL Scaling and Test-Time Scaling (ICML'25)☆111Updated 7 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆80Updated 7 months ago
- code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning☆41Updated last year
- official implementation of paper "Process Reward Model with Q-value Rankings"☆60Updated 6 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆123Updated 11 months ago
- ☆150Updated 9 months ago
- Natural Language Reinforcement Learning☆95Updated 3 weeks ago
- "Improving Mathematical Reasoning with Process Supervision" by OPENAI☆113Updated 2 weeks ago
- ☆68Updated last year
- ☆53Updated 6 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 9 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆101Updated 3 weeks ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 8 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆162Updated 5 months ago
- Reasoning with Language Model is Planning with World Model☆169Updated 2 years ago
- GenRM-CoT: Data release for verification rationales☆65Updated 10 months ago
- ☆129Updated last year
- This is an official implementation of the paper ``Building Math Agents with Multi-Turn Iterative Preference Learning'' with multi-turn DP…☆29Updated 8 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆112Updated 8 months ago