This is a minimal example to demonstrate how multi-agent reinforcement learning with differentiable communication channels and centralized critics can be realized in RLLib. This example serves as a reference implementation and starting point for making RLLib more compatible with such architectures.
☆44Sep 24, 2023Updated 2 years ago
Alternatives and similar repositories for rllib_differentiable_comms
Users that are interested in rllib_differentiable_comms are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆32Apr 25, 2021Updated 5 years ago
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆596May 19, 2026Updated 2 months ago
- Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.☆103Mar 6, 2025Updated last year
- A working AlphaZero implementation that's simple enough to be able to understand what's going on at a quick glance, without sacrificing t…☆14Mar 23, 2023Updated 3 years ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆42Feb 18, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Heterogeneous Multi-Robot Reinforcement Learning☆74Nov 10, 2025Updated 8 months ago
- Implementation of the MEPOL algorithm - A policy gradient method for task-agnostic exploration☆15Jul 6, 2023Updated 3 years ago
- [CoRL'20] Learning a Decision Module by Imitating Driver’s Control Behaviors☆31Aug 5, 2022Updated 4 years ago
- The AI Arena: A framework for distributed multi-agent reinforcement learning☆14Aug 5, 2022Updated 4 years ago
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆649Feb 7, 2026Updated 6 months ago
- Multi-Agent Reinforcement Learning with JAX☆840Aug 3, 2026Updated last week
- Repo for reproduction of sequential social dilemmas☆417Mar 6, 2025Updated last year
- ☆11Oct 25, 2021Updated 4 years ago
- Code repository for On the interaction between supervision and self-play in emergent communication (ICLR 2020)☆15Feb 4, 2020Updated 6 years 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.
- Pytorch implementation of the paper 'Compositional language emerge in a neural iterated learning' (ICLR 2020).☆16Oct 14, 2021Updated 4 years ago
- Learning to Ground Multi-Agent Communication with Autoencoders [NeurIPS 2021]☆50Oct 29, 2021Updated 4 years ago
- Codes, instances and numerical results for the bilevel discrete network design problem (DNDP).☆17Sep 10, 2020Updated 5 years ago
- Qualitative Numeric Planning☆10Dec 10, 2020Updated 5 years ago
- Faithful Python implementation of the paper "Towards Deep Symbolic Reinforcement Learning" by Garnelo et al.☆13Mar 23, 2021Updated 5 years ago
- ☆10Jul 23, 2020Updated 6 years ago
- reveal-md is great project. Improve your presentation even more with custom user scripts. Here is the place to find them.☆15Dec 7, 2023Updated 2 years ago
- ☆11Jun 6, 2024Updated 2 years ago
- QGFN: Controllable Greediness with Action Values - Code☆11May 17, 2024Updated 2 years 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.
- The pytorch implementation of DGN on grid world and Starcraft☆152Dec 11, 2021Updated 4 years ago
- Yet another dotfiles repository☆24Jun 14, 2021Updated 5 years ago
- Code for "Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning"☆37May 22, 2021Updated 5 years ago
- ☆31Jan 16, 2023Updated 3 years ago
- Official Code for Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation (CVPR 2025)☆15Apr 2, 2025Updated last year
- Probabilistic logic language for inference, planning and learning in static and dynamic domains☆15Feb 27, 2017Updated 9 years ago
- Code accompanying "Dynamic Predictive Coding: A Model of Hierarchical Sequence Learning and Prediction in the Neocortex"☆10Mar 2, 2025Updated last year
- ☆32Nov 13, 2023Updated 2 years ago
- Some simple demos I use in my optimization in ML course. Includes implementations of ML loss functions (Logistic Loss, SVM Loss, ..) and …☆13Apr 19, 2021Updated 5 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.
- ☆13Aug 9, 2022Updated 4 years ago
- ☆17Feb 25, 2020Updated 6 years ago
- Environment codebase for ICRA 2020 paper "Towards Practical Multi-object Manipulation using Relational Reinforcement Learning"☆14Jul 22, 2020Updated 6 years ago
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆14Jan 19, 2023Updated 3 years ago
- WORK IN PROGRESS☆11Feb 28, 2018Updated 8 years ago
- Instance segmentation for robotics using Mask-RCNN☆18Mar 12, 2020Updated 6 years ago
- Generative Systems for Art and Design course materials☆12Mar 25, 2020Updated 6 years ago