MARS is shortened for Multi-Agent Research Studio, a library for mulit-agent reinforcement learning research.
☆51Mar 8, 2024Updated 2 years ago
Alternatives and similar repositories for MARS
Users that are interested in MARS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code of Nash-DQN for paper: Nash-DQN algorithm for two-player zero-sum Markov games, details see our paper: A Deep Reinforcement…☆22Aug 26, 2022Updated 3 years ago
- Representation Learning in RL☆13Jun 1, 2022Updated 4 years ago
- ☆16Mar 24, 2023Updated 3 years ago
- ☆16Jul 13, 2022Updated 3 years ago
- More efficient exploration for reinforcement learning in two-player, zero-sum game☆21Jul 30, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆30Aug 20, 2021Updated 4 years ago
- Deep RL Code for XDO: A Double Oracle Algorithm for Extensive-Form Games☆40Aug 27, 2021Updated 4 years ago
- ☆17Nov 29, 2022Updated 3 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆552Dec 14, 2023Updated 2 years ago
- Repo for the Greedy when Sure and Conservative when Uncertain about the Opponents (GSCU)☆25Aug 4, 2022Updated 3 years ago
- Implementation of the Off Belief Learning algorithm.☆49Aug 18, 2022Updated 3 years ago
- PyTorch Implementation of COPA for coordinating teams that can dynamically change.☆23Apr 16, 2022Updated 4 years ago
- ☆10Apr 23, 2021Updated 5 years ago
- A System-Oriented Wargame Framework for Adversarial ML☆10Apr 24, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Tool to design and optimize autonomous vehicle concepts.☆12Aug 29, 2022Updated 3 years ago
- a jax benchmark for ad hoc teamwork☆21Jun 2, 2026Updated last week
- ☆25Feb 21, 2022Updated 4 years ago
- ☆10Feb 28, 2019Updated 7 years ago
- Code repository for the NAACL 2025 paper "LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language…☆46Oct 13, 2024Updated last year
- Implementation of Multi-Game Decision Transformers in PyTorch☆49Feb 11, 2023Updated 3 years ago
- (NeurIPS 2021) Neural Auto-Curricula in Two-Player Zero-Sum Games.☆28Nov 19, 2021Updated 4 years ago
- Source files for the 2020 ICAPS Online Summer School Lab on Plan Execution.☆11Oct 16, 2020Updated 5 years ago
- ☆13Oct 11, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Autoregressive policies for continuous control reinforcement learning☆33May 15, 2019Updated 7 years ago
- Multi-Agent Reinforcement Learning (MARL) method to learn scalable control polices for multi-agent target tracking.☆42Aug 30, 2023Updated 2 years ago
- Agents code for Multi-Agent Connected Autonomous Driving (MACAD) described in the paper presented in the Machine Learning for Autonomous …☆24Mar 6, 2021Updated 5 years ago
- Results reproductions & comparisons between OpenSpiel implementations, associated paper & originating works☆18Mar 2, 2021Updated 5 years ago
- Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体☆14May 25, 2023Updated 3 years ago
- Experimenting with meta-learning approaches to opponent modelling in MARL. Building upon previous public implementations of MADDPG and M3…☆14Apr 26, 2022Updated 4 years ago
- Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcemen…☆32Jan 7, 2021Updated 5 years ago
- An open source benchmark for Multi Agent Reinforcement Learning☆31Jul 15, 2023Updated 2 years ago
- An implementation of the Conflict-Based Search, written in Python 3. This project, however, will support weighted edges and uncertainty r…☆11Jun 13, 2020Updated 5 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.
- Codes for the paper "Multi-task Hierarchical Adversarial Inverse Reinforcement Learning"☆19May 20, 2023Updated 3 years ago
- ☆11Nov 29, 2021Updated 4 years ago
- Co-evolution of agents and environments in GVG-AI☆17Aug 12, 2021Updated 4 years ago
- ☆12Aug 12, 2022Updated 3 years ago
- Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)☆171Dec 8, 2022Updated 3 years ago
- Multi Agent Traffic Scenario Gym: A scenario-based training and evaluation framework for CARLA.☆50Jul 3, 2024Updated last year
- Graph convolutional memory for reinforcement learning☆24Jul 10, 2021Updated 4 years ago