A comprehensive list of PAPERS, CODEBASES, and, DATASETS on Decision Making using Foundation Models including LLMs and VLMs.
☆384Apr 24, 2024Updated 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☆279Apr 24, 2024Updated last year
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆277Oct 27, 2025Updated 4 months ago
- A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation (ICLR2023)☆14Feb 3, 2023Updated 3 years ago
- Monitoring recent cross-research on LLM & RL on arXiv for control. If there are good papers, PRs are welcome.☆545Nov 17, 2025Updated 3 months ago
- Official Implementation of `An Optimisation Framework for Unsupervised Environment Design` from RLC 2025☆17Nov 24, 2025Updated 3 months ago
- A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites☆4,291Jan 27, 2026Updated last month
- Pointax: PointMaze Environment for JAX☆26Oct 22, 2025Updated 4 months ago
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆125Mar 31, 2025Updated 11 months ago
- Benchmarked implementations of Offline RL Algorithms.☆77Mar 4, 2025Updated last year
- Measuring the Signal to Noise Ratio in Language Model Evaluation☆28Aug 19, 2025Updated 6 months ago
- ☆33Dec 8, 2022Updated 3 years ago
- Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning☆1,753Jan 20, 2026Updated last month
- Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).☆245Dec 11, 2025Updated 2 months ago
- A curated list of reinforcement learning with human feedback resources (continually updated)☆4,317Dec 9, 2025Updated 3 months ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Aug 8, 2022Updated 3 years ago
- ☆19Apr 22, 2024Updated last year
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆290Aug 3, 2023Updated 2 years ago
- A curated list of Decision Transformer resources (continually updated)☆877Dec 15, 2025Updated 2 months ago
- Official code repository for Prompt-DT.☆121Aug 3, 2022Updated 3 years ago
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...☆2,207Apr 30, 2025Updated 10 months ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- An index of algorithms for offline reinforcement learning (offline-rl)☆1,054May 23, 2024Updated last year
- A modular RL library to fine-tune language models to human preferences☆2,380Mar 1, 2024Updated 2 years ago
- A curated list of awesome model based RL resources (continually updated)☆1,304Dec 20, 2025Updated 2 months ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆55Jul 27, 2021Updated 4 years ago
- ☆10Aug 24, 2023Updated 2 years ago
- ☆10Jun 27, 2024Updated last year
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆28Mar 24, 2023Updated 2 years ago
- ☆31Jun 21, 2024Updated last year
- ☆80Dec 9, 2022Updated 3 years ago
- Representation Learning for RL☆130Feb 27, 2023Updated 3 years ago
- JAX implementation of the Mistral 7b v0.1 model☆13Mar 27, 2024Updated last year
- Benchmarking RL generalization in an interpretable way.☆175Nov 20, 2025Updated 3 months ago
- An extensible benchmark for evaluating large language models on planning☆451Sep 17, 2025Updated 5 months ago
- [NeurIPS 2023 FMDM Workshop] Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks☆199Mar 6, 2024Updated 2 years ago
- The repository is for Reinforcement-Learning Uncertainty research, in which we investigate various uncertain factors in RL.☆23Jun 16, 2023Updated 2 years ago
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆28Dec 7, 2021Updated 4 years ago
- Source files to replicate experiments in my ICLR 2022 paper.☆71Jul 17, 2025Updated 7 months ago
- Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays, CORL-2020.☆26Jun 3, 2021Updated 4 years ago