shunzh / mcts-for-llmLinks
This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.
☆16Updated last year
Alternatives and similar repositories for mcts-for-llm
Users that are interested in mcts-for-llm are comparing it to the libraries listed below
Sorting:
- [COLM 2025] EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees☆22Updated last week
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- [ACL 2024] The project of Symbol-LLM☆56Updated last year
- Agent Skill Induction: "Inducing Programmatic Skills for Agentic Tasks"☆25Updated 2 months ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆81Updated 11 months ago
- Scalable Meta-Evaluation of LLMs as Evaluators☆42Updated last year
- [EMNLP '23] Discriminator-Guided Chain-of-Thought Reasoning☆48Updated 9 months ago
- ☆46Updated last year
- ☆27Updated last year
- [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆102Updated 4 months ago
- Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)☆37Updated 6 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆82Updated last month
- [NAACL 2024] Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models☆85Updated last year
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆69Updated last year
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆108Updated last year
- official implementation of paper "Process Reward Model with Q-value Rankings"☆60Updated 5 months ago
- ☆83Updated 2 months ago
- ☆72Updated last year
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆48Updated 7 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆43Updated last year
- ☆63Updated 9 months ago
- [ACL 2025] An inference-time decoding strategy with adaptive foresight sampling☆99Updated 2 months ago
- ☆45Updated 11 months ago
- Improving Language Understanding from Screenshots. Paper: https://arxiv.org/abs/2402.14073☆29Updated last year
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆103Updated 2 months ago
- ☆21Updated last year
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆57Updated last year
- ☆32Updated last year
- The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models…☆35Updated last year
- Official implementation for "Law of the Weakest Link: Cross capabilities of Large Language Models"☆42Updated 9 months ago