mengdi-li / awesome-RLAIF
A continually updated list of literature on Reinforcement Learning from AI Feedback (RLAIF)
☆138Updated last month
Related projects ⓘ
Alternatives and complementary repositories for awesome-RLAIF
- Paper collections of the continuous effort start from World Models.☆140Updated 4 months ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆199Updated 3 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆99Updated 3 weeks ago
- ☆114Updated 4 months ago
- Reasoning with Language Model is Planning with World Model☆145Updated last year
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆74Updated 9 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆119Updated last week
- AI Alignment: A Comprehensive Survey☆128Updated last year
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆95Updated last year
- ☆259Updated 11 months ago
- Must-read Papers on Large Language Model (LLM) Planning.☆370Updated 4 months ago
- Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)☆151Updated 11 months ago
- ☆101Updated 5 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆105Updated 7 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆97Updated 2 months ago
- ☆90Updated 4 months ago
- ☆89Updated 3 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆84Updated 4 months ago
- An extensible benchmark for evaluating large language models on planning☆291Updated 6 months ago
- Self-Alignment with Principle-Following Reward Models☆148Updated 8 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆107Updated 4 months ago
- Official Repo for Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning☆204Updated last month
- An index of algorithms for reinforcement learning from human feedback (rlhf))☆87Updated 7 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆316Updated last month
- RewardBench: the first evaluation tool for reward models.☆431Updated 3 weeks ago
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆114Updated 2 months ago
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆98Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆374Updated last month
- BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).☆111Updated last year
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆255Updated last year