This repo supports integrating LLMs and communication algorithms with MARL using SMAC as the platform. It provides an end-to-end workflow exemplified with QMIX, making it easy for users to integrate and test their own MARL algorithms, ideal for enhancing MARL performance through LLMs and improved communication strategies.
☆21Mar 8, 2025Updated last year
Alternatives and similar repositories for pymarl_LLM
Users that are interested in pymarl_LLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Oct 25, 2024Updated 2 years ago
- ☆12Nov 7, 2025Updated last year
- This is the official implementation of the paper "DipLLM: Fine-Tuning LLM for Strategic Decision-making in Diplomacy".☆26Dec 19, 2025Updated 10 months ago
- An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks☆60Jul 23, 2026Updated 3 months ago
- Code for ICML25 paper "HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning"☆27Nov 11, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models☆54Apr 1, 2025Updated last year
- This project focuses on sentiment analysis. Social Sentiment analysis is the use of natural language processing (NLP) to analyze social c…☆12Jan 9, 2022Updated 4 years ago
- Soar-SC, Soar Starcraft AI☆14Jun 4, 2013Updated 13 years ago
- ☆51Jun 27, 2025Updated last year
- ☆11Feb 25, 2025Updated last year
- ☆13Nov 30, 2025Updated 11 months ago
- Large Language Models and Robotics.☆21Apr 27, 2024Updated 2 years ago
- [EMNLP'23] Code for Generating Data for Symbolic Language with Large Language Models☆18Oct 21, 2023Updated 3 years ago
- Update kmeans in linemod into tsne and other clustering efforts.☆14Apr 15, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [AAAI-25] Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning.☆37May 29, 2025Updated last year
- Multiagent Reinforcement Learning for Satellite Mega-Constellations☆13Jul 16, 2025Updated last year
- The official code base of Cautiously-Optimistic kNowledge Sharing (AAAI 2024)☆11Jun 3, 2024Updated 2 years ago
- RF-Wise is the first work to collect the fine-grained CSI-like sensing features from the RFID signal.☆13Feb 12, 2022Updated 4 years ago
- Official Implementation of `An Optimisation Framework for Unsupervised Environment Design` from RLC 2025☆18Nov 24, 2025Updated 11 months ago
- LAMARL: LLM-Aided Multi-Agent Reinforcement Learning for Cooperative Policy Generation☆55Jul 19, 2025Updated last year
- A ROS 2 package integrating the Soar cognitive architecture into the ROS ecosystem.☆21Sep 18, 2026Updated last month
- Soar's website: documentation, news, announcements, links, etc.☆18Oct 6, 2026Updated last month
- ☆10Feb 24, 2020Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- suPER is a collaborative multi-agent RL algorithm☆14Jun 11, 2024Updated 2 years ago
- Codes of D2R accompanying the paper "Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth Routi…☆11Feb 27, 2024Updated 2 years ago
- Bidirectionally-Coordinated Net Implements with PyTorch 1.0☆15Apr 10, 2019Updated 7 years ago
- Episodic Novelty Through Temporal Distance (ICLR 2025)☆16Nov 3, 2025Updated last year
- AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback (NAACL 2024)☆20Aug 9, 2024Updated 2 years ago
- MineRL DDPG Agent to Obtain Diamond in Minecraft☆14Jan 21, 2020Updated 6 years ago
- ☆18Jun 8, 2023Updated 3 years ago
- Code repository for "N-agent Ad Hoc Teamwork" paper (Wang et al., Neurips 2024).☆29Aug 17, 2026Updated 2 months ago
- ☆13Jul 15, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Surrogate-assisted automatic evolving of dispatching rules for multi-objective dynamic job shop scheduling using genetic programming☆13Mar 28, 2024Updated 2 years ago
- ☆10Nov 24, 2018Updated 7 years ago
- Pytorch implementation of QRSAC☆17Jul 3, 2026Updated 4 months ago
- 本项目是一个基于多模态大语言模型（VLM）的智能考研题库系统。它旨在自动化地将PDF格式的考研真题数字化，并提供一个Web界面，让用户可以通过上传题目图片来查找相似题目、分析考点以及生成新的练习题。 核心功能： PDF自动化处理： 遍历指定目录下的所有PDF文件，将其中的…☆12Oct 8, 2025Updated last year
- Implementation of "CORAL: Scalable Multi-Task Robot Learning via LoRA Experts"☆12Mar 28, 2026Updated 7 months ago
- ☆12Jan 9, 2026Updated 9 months ago
- ☆17Aug 12, 2024Updated 2 years ago