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".
☆99Updated 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:
- ☆62Updated last year
- [ICCV'23] LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models☆201Updated 5 months ago
- [ICLR 2024 Spotlight] Code for the paper "Text2Reward: Reward Shaping with Language Models for Reinforcement Learning"☆176Updated 9 months ago
- [ICLR 2024] Source codes for the paper "Building Cooperative Embodied Agents Modularly with Large Language Models"☆270Updated 5 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆120Updated 5 months ago
- ProgPrompt for Virtualhome☆139Updated 2 years ago
- AAAI24(Oral) ProAgent: Building Proactive Cooperative Agents with Large Language Models☆90Updated 6 months ago
- [NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling bett…☆282Updated 10 months ago
- LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents (ICLR 2024)☆79Updated 3 months ago
- Official code release of AAAI 2024 paper SayCanPay.☆49Updated last year
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆284Updated 2 years ago
- ☆130Updated last year
- ☆14Updated 6 months ago
- SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …☆140Updated last year
- ☆22Updated 2 years ago
- Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"☆275Updated 3 years ago
- Reasoning with Language Model is Planning with World Model☆170Updated 2 years ago
- Official Repo of LangSuitE☆84Updated last year
- Code repository for the NAACL 2025 paper "LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language…☆39Updated 11 months ago
- Embodied Agent Interface (EAI): Benchmarking LLMs for Embodied Decision Making (NeurIPS D&B 2024 Oral)☆250Updated 6 months ago
- Official code for the paper: Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld☆58Updated 11 months ago
- Source codes for the paper "COMBO: Compositional World Models for Embodied Multi-Agent Cooperation"☆40Updated 6 months ago
- ☆108Updated 2 months ago
- ☆34Updated this week
- ☆36Updated last year
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆273Updated last year
- ☆94Updated last year
- Code for paper Empowering Large Language Model Agents through Action Learning☆32Updated last year
- Natural Language Reinforcement Learning☆96Updated last month
- Implementation of TWOSOME☆78Updated 8 months ago