WindyLab / LLM-RL-Papers
Monitoring recent cross-research on LLM & RL on arXiv for control. If there are good papers, PRs are welcome.
☆326Updated 6 months ago
Alternatives and similar repositories for LLM-RL-Papers:
Users that are interested in LLM-RL-Papers are comparing it to the libraries listed below
- A comprehensive list of PAPERS, CODEBASES, and, DATASETS on Decision Making using Foundation Models including LLMs and VLMs.☆360Updated 10 months ago
- A collection of LLM with RL papers☆264Updated 10 months ago
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆374Updated last month
- Official Repo for Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning☆315Updated 2 months ago
- ☆74Updated last year
- This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Re…☆525Updated 3 months ago
- A collection of MARL benchmarks based on TorchRL☆357Updated 2 weeks ago
- ☆181Updated 3 months ago
- Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in Open…☆262Updated 2 years ago
- [NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling bett…☆257Updated 3 months ago
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆159Updated last year
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆435Updated 2 weeks ago
- Official implementation of HARL algorithms based on PyTorch.☆609Updated 5 months ago
- Online Decision Transformer☆249Updated last year
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆714Updated 11 months ago
- ☆382Updated last year
- Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).☆219Updated 4 months ago
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆246Updated 6 months ago
- Deep reinforcement learning without experience replay, target networks, or batch updates.☆221Updated last week
- Implementation of TWOSOME☆66Updated 2 months ago
- [ICLR 2024 Spotlight] Code for the paper "Text2Reward: Reward Shaping with Language Models for Reinforcement Learning"☆153Updated 2 months ago
- A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges☆226Updated last month
- ☆237Updated last year
- ☆328Updated last year
- Implementation of Dreamer v3 in pytorch.☆508Updated 5 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…☆110Updated last month
- CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making☆521Updated last week
- Unified Reinforcement Learning Framework☆701Updated 6 months ago
- Official code for ICML 2024 paper, "RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences" (ICML 2024 Spotlight)☆28Updated 4 months ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆484Updated 2 years ago