123penny123 / Awesome-LLM-RLLinks
A comprehensive list of PAPERS, CODEBASES, and, DATASETS on Decision Making using Foundation Models including LLMs and VLMs.
☆379Updated last year
Alternatives and similar repositories for Awesome-LLM-RL
Users that are interested in Awesome-LLM-RL are comparing it to the libraries listed below
Sorting:
- A collection of LLM with RL papers☆278Updated last year
- Monitoring recent cross-research on LLM & RL on arXiv for control. If there are good papers, PRs are welcome.☆499Updated last year
- [NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling bett…☆287Updated 11 months ago
- [ICLR 2024] Source codes for the paper "Building Cooperative Embodied Agents Modularly with Large Language Models"☆279Updated 7 months ago
- [ICLR 2024 Spotlight] Text2Reward: Reward Shaping with Language Models for Reinforcement Learning☆185Updated 10 months ago
- Implementation of TWOSOME☆81Updated 9 months ago
- ☆87Updated 2 years ago
- [NeurIPS 2023] Large Language Models Are Semi-Parametric Reinforcement Learning Agents☆38Updated last year
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆274Updated this week
- A large-scale multi-modal pre-trained model☆132Updated 2 years ago
- This repo is a live list of papers on game playing and large multimodality model - "A Survey on Game Playing Agents and Large Models: Met…☆157Updated last year
- Official Repo for Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning☆394Updated 10 months ago
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆288Updated 2 years ago
- Must-read Papers on Large Language Model (LLM) Planning.☆431Updated last year
- AAAI24(Oral) ProAgent: Building Proactive Cooperative Agents with Large Language Models☆92Updated 7 months ago
- A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models☆49Updated 7 months ago
- ALFWorld: Aligning Text and Embodied Environments for Interactive Learning☆557Updated 3 months ago
- [NeurIPS 2023 FMDM Workshop] Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks☆191Updated last year
- Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).☆242Updated last week
- A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM☆80Updated last year
- TextStarCraft2,a pure language env which support llms play starcraft2☆289Updated 6 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆121Updated 7 months ago
- A continually updated list of literature on Reinforcement Learning from AI Feedback (RLAIF)☆189Updated 2 months ago
- LLM-PySC2 is NKAI Decision Team and NUDT Decision Team's Python component of the StarCraft II LLM Decision Environment. It exposes Deepmi…☆139Updated 6 months ago
- Embodied Agent Interface (EAI): Benchmarking LLMs for Embodied Decision Making (NeurIPS D&B 2024 Oral)☆264Updated 7 months ago
- ☆172Updated 10 months ago
- Paper collections of the continuous effort start from World Models.☆186Updated last year
- Awesome In-Context RL: A curated list of In-Context Reinforcement Learning - - —☆243Updated last month
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆164Updated 2 years ago
- CivRealm is an interactive environment for the open-source strategy game Freeciv-web based on Freeciv, a Civilization-inspired game.☆129Updated last year