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 3 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 …☆620May 19, 2026Updated 4 months ago
- Official implementation of the UMDQN algorithm presented in the scientific research paper entitled "Distributional Reinforcement Learning…☆11Jun 3, 2022Updated 4 years ago
- Another Wheel to parse json☆11Mar 13, 2020Updated 6 years ago
- ☆55Jul 21, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆38Nov 5, 2025Updated 11 months ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆40Feb 18, 2025Updated last year
- Implementation of the MEPOL algorithm - A policy gradient method for task-agnostic exploration☆15Jul 6, 2023Updated 3 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…☆669Feb 7, 2026Updated 8 months ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆741Sep 24, 2024Updated 2 years ago
- Repo for reproduction of sequential social dilemmas☆416Mar 6, 2025Updated last year
- Python wrapper for the Universal Robots ROS driver with Robotiq gripper support.☆15May 21, 2024Updated 2 years ago
- ☆10May 24, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official Implementation of 'UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers' ICLR 2021(spotli…☆139Feb 3, 2021Updated 5 years ago
- An environment based on JSBSIM aimed at one-to-one close air combat.☆14May 15, 2023Updated 3 years ago
- Code repository for On the interaction between supervision and self-play in emergent communication (ICLR 2020)☆15Feb 4, 2020Updated 6 years ago
- Qualitative Numeric Planning☆10Dec 10, 2020Updated 5 years ago
- ☆10Jul 23, 2020Updated 6 years ago
- ☆13Aug 20, 2021Updated 5 years ago
- ☆11Jun 6, 2024Updated 2 years ago
- The pytorch implementation of DGN on grid world and Starcraft☆152Dec 11, 2021Updated 4 years ago
- Code for "Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning"☆37May 22, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official Code for Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation (CVPR 2025)☆15Apr 2, 2025Updated last year
- ☆14Nov 2, 2022Updated 3 years ago
- ☆15Apr 18, 2024Updated 2 years ago
- ☆13Nov 6, 2021Updated 4 years ago
- A tool for aggregating and plotting MARL experiment data.☆88Apr 13, 2026Updated 5 months ago
- 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
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Apr 30, 2023Updated 3 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆13Aug 9, 2022Updated 4 years ago
- ☆11Nov 11, 2025Updated 10 months ago
- ☆17Feb 25, 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