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.
☆20Mar 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:
- This is the official implementation of the paper "DipLLM: Fine-Tuning LLM for Strategic Decision-making in Diplomacy".☆26Dec 19, 2025Updated 7 months ago
- An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks☆59Jul 23, 2026Updated 3 weeks ago
- Code for ICML25 paper "HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning"☆25Nov 11, 2025Updated 9 months ago
- A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models☆54Apr 1, 2025Updated last year
- ☆46Jun 27, 2025Updated last year
- 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.
- ☆13Jul 15, 2024Updated 2 years ago
- code for the accepted IEEE TITS paper: "Heuristic-based Multi-agent Deep Reinforcement Learning Approach for Coordinating Connected and A…☆37Jun 2, 2024Updated 2 years ago
- Large Language Models and Robotics.☆22Apr 27, 2024Updated 2 years ago
- [AAAI-25] Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning.☆34May 29, 2025Updated last year
- Official Implementation of `An Optimisation Framework for Unsupervised Environment Design` from RLC 2025☆17Nov 24, 2025Updated 8 months ago
- suPER is a collaborative multi-agent RL algorithm☆14Jun 11, 2024Updated 2 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated last year
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- MineRL DDPG Agent to Obtain Diamond in Minecraft☆14Jan 21, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- LAMARL: LLM-Aided Multi-Agent Reinforcement Learning for Cooperative Policy Generation☆52Jul 19, 2025Updated last year
- Genetic-programming framework for various genetic programming paradigms such as linear genetic programming, tree genetic programming, gen…☆10Jun 23, 2017Updated 9 years ago
- Analyse metabolic stability predictions using SHapley Additive exPlanations.☆11Jul 26, 2023Updated 3 years ago
- Bidirectionally-Coordinated Net Implements with PyTorch 1.0☆15Apr 10, 2019Updated 7 years ago
- code for infocom 2021 paper MANDA☆11May 30, 2023Updated 3 years ago
- AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback (NAACL 2024)☆19Aug 9, 2024Updated 2 years ago
- A framework for stabilizing a floating offshore wind turbine using Reinforcement Learning and a Predictive Safety Filter.☆13May 29, 2023Updated 3 years ago
- 北京市预约挂号统一平台挂号小助手☆11Sep 5, 2019Updated 6 years ago
- ☆10Nov 24, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [AAAI 2025] CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning☆28Apr 14, 2025Updated last year
- A generative deep learning model based on GAN architecture was implemented to generate synthetic network data (benign and malicious) alik…☆11Oct 23, 2021Updated 4 years ago
- Code repository for "N-agent Ad Hoc Teamwork" paper (Wang et al., Neurips 2024).☆29Oct 2, 2025Updated 10 months ago
- Using Bayesian inference to mine rule sets☆12Jan 9, 2020Updated 6 years ago
- Multi-agent Reinforcement Learning Algorithms(COMA, VDN, QMIX)☆16May 24, 2020Updated 6 years ago
- Scripts for downloading, preprocessing, and numpy-ifying popular machine learning datasets☆11Jan 2, 2025Updated last year
- A plotter for reinforcement learning (RL) using Weights & Biases☆14Dec 20, 2023Updated 2 years ago
- The implementation of ICML'25 paper "LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination".☆16May 13, 2025Updated last year
- ☆18Jul 14, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repository contains PyTorch implementations of reinforcement learning algorithms. Its purpose is to provide straightforward and easi…☆19Nov 10, 2023Updated 2 years ago
- Models and code for the paper: In Nomine Function: Naming Functions in Stripped Binaries with Neural Networks☆18Jan 29, 2021Updated 5 years ago
- Official Implementation of "Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models" (accep…☆20Dec 14, 2025Updated 8 months ago
- Deep Reinforcement Learning for Satellite Constellation Planning☆19Mar 23, 2024Updated 2 years ago
- A new framework to generate interpretable classification rules☆18Feb 11, 2023Updated 3 years ago
- Safe Multi-Agent Robosuite benchmark for safe multi-agent reinforcement learning research.☆25Jun 13, 2024Updated 2 years ago
- (Migrated). An open-architecture multi-agent quadcopter simulator. We implement a few modern techniques for improving the performance of …☆23Jun 26, 2024Updated 2 years ago