GuanSuns / LLMs-World-Models-for-PlanningLinks
The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning".
☆105Updated last year
Alternatives and similar repositories for LLMs-World-Models-for-Planning
Users that are interested in LLMs-World-Models-for-Planning are comparing it to the libraries listed below
Sorting:
- [ICCV'23] LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models☆208Updated 7 months ago
- ☆64Updated last year
- [ICLR 2024] Source codes for the paper "Building Cooperative Embodied Agents Modularly with Large Language Models"☆282Updated 7 months ago
- [NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling bett…☆290Updated last year
- [ICLR 2024 Spotlight] Text2Reward: Reward Shaping with Language Models for Reinforcement Learning☆186Updated 10 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆122Updated 7 months ago
- ProgPrompt for Virtualhome☆141Updated 2 years ago
- Official code release of AAAI 2024 paper SayCanPay.☆50Updated 3 weeks ago
- LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents (ICLR 2024)☆81Updated 5 months ago
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆289Updated 2 years ago
- ☆21Updated last month
- AAAI24(Oral) ProAgent: Building Proactive Cooperative Agents with Large Language Models☆93Updated 8 months ago
- ☆96Updated last year
- Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"☆276Updated 3 years ago
- SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …☆143Updated last year
- ☆108Updated 4 months ago
- Code repository for the NAACL 2025 paper "LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language…☆41Updated last year
- ☆132Updated last year
- ☆17Updated 8 months ago
- ☆36Updated last week
- Reasoning with Language Model is Planning with World Model☆176Updated 2 years ago
- Embodied Agent Interface (EAI): Benchmarking LLMs for Embodied Decision Making (NeurIPS D&B 2024 Oral)☆266Updated 8 months ago
- Official code for the paper: Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld☆59Updated last year
- Official Repo of LangSuitE☆84Updated last year
- ☆45Updated last year
- Source codes for the paper "COMBO: Compositional World Models for Embodied Multi-Agent Cooperation"☆44Updated 8 months ago
- Official implementation of the DECKARD Agent from the paper "Do Embodied Agents Dream of Pixelated Sheep?"☆94Updated 2 years ago
- ☆37Updated last year
- ☆435Updated 2 years ago
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆275Updated 2 weeks ago