[NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling better-reasoned decision-making for daily task planning problems.
☆303Nov 16, 2024Updated last year
Alternatives and similar repositories for llm-mcts
Users that are interested in llm-mcts are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆712Jan 20, 2025Updated last year
- ☆130Jun 18, 2024Updated 2 years ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆332Jan 29, 2026Updated 8 months ago
- Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"☆282May 16, 2022Updated 4 years ago
- Reasoning with Language Model is Planning with World Model☆201Aug 25, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training☆286May 26, 2024Updated 2 years ago
- ☆19Dec 23, 2024Updated last year
- [ICML 2024] Official repository for "Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models"☆865Jul 30, 2024Updated 2 years ago
- API to run VirtualHome, a Multi-Agent Household Simulator☆639May 20, 2026Updated 4 months ago
- ☆40Jun 19, 2024Updated 2 years ago
- A library for advanced large language model reasoning☆2,344Jun 10, 2025Updated last year
- The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Pla…☆110Aug 11, 2024Updated 2 years ago
- ☆133Jul 10, 2024Updated 2 years ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆170Oct 30, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- An extensible benchmark for evaluating large language models on planning☆475Jun 2, 2026Updated 4 months ago
- ☆21Oct 16, 2025Updated last year
- SeSaMe TAMP + Learning integrated with a Spot robot!☆30Jun 12, 2026Updated 4 months ago
- ☆1,031Dec 17, 2024Updated last year
- Official code release of AAAI 2024 paper SayCanPay.☆56Oct 22, 2025Updated 11 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Feb 23, 2024Updated 2 years ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆84Jan 14, 2025Updated last year
- ☆20Jan 3, 2024Updated 2 years ago
- ALFWorld: Aligning Text and Embodied Environments for Interactive Learning☆892Feb 8, 2026Updated 8 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆11Jul 21, 2024Updated 2 years ago
- ProgPrompt for Virtualhome☆156Jun 23, 2023Updated 3 years ago
- ☆464Sep 27, 2023Updated 3 years ago
- Code for the paper Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration☆108Jul 15, 2022Updated 4 years ago
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆294Aug 3, 2023Updated 3 years ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆398Jan 19, 2025Updated last year
- [ICLR 2024] Source codes for the paper "Building Cooperative Embodied Agents Modularly with Large Language Models"☆314Mar 30, 2025Updated last year
- ☆99Dec 16, 2024Updated last year
- [ACL 2025 Findings] Text2World: Benchmarking Large Language Models for Symbolic World Model Generation☆31Feb 25, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆34Oct 2, 2024Updated 2 years ago
- ☆342Jun 5, 2025Updated last year
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆129Mar 31, 2025Updated last year
- A Python reimplementation + extension of "Planning with Large Language Models for Code Generation" (https://arxiv.org/abs/2303.05510)☆17Dec 1, 2023Updated 2 years ago
- Codebase for paper: RoCo: Dialectic Multi-Robot Collaboration with Large Language Models☆263Oct 4, 2023Updated 3 years ago
- [NeurIPS 2024] Agent Planning with World Knowledge Model☆168Dec 17, 2024Updated last year
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆277Oct 27, 2025Updated 11 months ago