Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey Aug 19, 2024 Autonomous Driving Decision Making
Code Code Available SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning Aug 14, 2024 CPU Motion Planning
Code Code Available Unreal-MAP: Unreal-Engine-Based General Platform for Multi-Agent Reinforcement Learning Mar 20, 2025 Multi-agent Reinforcement Learning
Code Code Available Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation Jun 13, 2024 Multi-agent Reinforcement Learning
Code Code Available MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library Oct 11, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available On the Use and Misuse of Absorbing States in Multi-agent Reinforcement Learning Nov 10, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning Jun 30, 2025 Math Multi-agent Reinforcement Learning
Code Code Available Multi-Agent Reinforcement Learning for Resources Allocation Optimization: A Survey Apr 29, 2025 Decision Making Multi-agent Reinforcement Learning
Code Code Available SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas Mar 18, 2025 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Mar 12, 2025 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning Jan 25, 2025 Answer Generation Multi-agent Reinforcement Learning
Code Code Available AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making Nov 6, 2024 Decision Making Diversity
Code Code Available A New Approach to Solving SMAC Task: Generating Decision Tree Code from Large Language Models Oct 21, 2024 Decision Making Multi-agent Reinforcement Learning
Code Code Available IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning Oct 19, 2024 Benchmarking Multi-agent Reinforcement Learning
Code Code Available Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks Aug 20, 2024 Multi-agent Reinforcement Learning Multi-Task Learning
Code Code Available SustainDC: Benchmarking for Sustainable Data Center Control Aug 14, 2024 Benchmarking Management
Code Code Available MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning Jul 23, 2024 Benchmarking Decision Making
Code Code Available Digital Twin Vehicular Edge Computing Network: Task Offloading and Resource Allocation Jul 16, 2024 Edge-computing Multi-agent Reinforcement Learning
Code Code Available Mini Honor of Kings: A Lightweight Environment for Multi-Agent Reinforcement Learning Jun 6, 2024 Multi-agent Reinforcement Learning
Code Code Available Safe Multi-Agent Reinforcement Learning with Bilevel Optimization in Autonomous Driving May 28, 2024 Autonomous Driving Bilevel Optimization
Code Code Available MAexp: A Generic Platform for RL-based Multi-Agent Exploration Apr 19, 2024 Diversity Multi-agent Reinforcement Learning
Code Code Available Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding Mar 12, 2024 Multi-Agent Path Finding Multi-agent Reinforcement Learning
Code Code Available Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Mar 2, 2024 Decoder Multi-agent Reinforcement Learning
Code Code Available Developing A Multi-Agent and Self-Adaptive Framework with Deep Reinforcement Learning for Dynamic Portfolio Risk Management Feb 1, 2024 Deep Reinforcement Learning Management
Code Code Available Tactics2D: A Highly Modular and Extensible Simulator for Driving Decision-making Nov 18, 2023 Autonomous Driving Decision Making
Code Code Available JaxMARL: Multi-Agent RL Environments and Algorithms in JAX Nov 16, 2023 CPU GPU
Code Code Available ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination Oct 8, 2023 Diversity Multi-agent Reinforcement Learning
Code Code Available Maximum Entropy Heterogeneous-Agent Reinforcement Learning Jun 19, 2023 MuJoCo Multi-agent Reinforcement Learning
Code Code Available Heterogeneous-Agent Reinforcement Learning Apr 19, 2023 LEMMA Multi-agent Reinforcement Learning
Code Code Available Off-the-Grid MARL: Datasets with Baselines for Offline Multi-Agent Reinforcement Learning Feb 1, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Heterogeneous Multi-Robot Reinforcement Learning Jan 17, 2023 Graph Neural Network Multi-agent Reinforcement Learning
Code Code Available SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning Dec 14, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency Nov 29, 2022 Decision Making Multi-agent Reinforcement Learning
Code Code Available Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning Sep 28, 2022 Graph Neural Network Multi-agent Reinforcement Learning
Code Code Available Deep Reinforcement Learning for Multi-Agent Interaction Aug 2, 2022 BIG-bench Machine Learning Causal Inference
Code Code Available VMAS: A Vectorized Multi-Agent Simulator for Collective Robot Learning Jul 7, 2022 Benchmarking Multi-agent Reinforcement Learning
Code Code Available Multi-Agent Reinforcement Learning is a Sequence Modeling Problem May 30, 2022 Decision Making MuJoCo
Code Code Available Coordinate-Aligned Multi-Camera Collaboration for Active Multi-Object Tracking Feb 22, 2022 Multi-agent Reinforcement Learning Multi-Object Tracking
Code Code Available MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning Sep 26, 2021 Benchmarking Decision Making
Code Code Available DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning Jun 11, 2021 Card Games Deep Reinforcement Learning
Code Code Available Learning to Fly -- a Gym Environment with PyBullet Physics for Reinforcement Learning of Multi-agent Quadcopter Control Mar 3, 2021 Benchmarking Multi-agent Reinforcement Learning
Code Code Available Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences Nov 10, 2020 Multi-agent Reinforcement Learning
Code Code Available SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Oct 19, 2020 Autonomous Driving Multi-agent Reinforcement Learning
Code Code Available PettingZoo: Gym for Multi-Agent Reinforcement Learning Sep 30, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Mar 19, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available The Decrypto Benchmark for Multi-Agent Reasoning and Theory of Mind Jun 25, 2025 Multi-agent Reinforcement Learning Navigate
Code Code Available Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models Jun 9, 2025 Multi-agent Reinforcement Learning Safety Alignment
Code Code Available Curriculum Learning With Counterfactual Group Relative Policy Advantage For Multi-Agent Reinforcement Learning Jun 9, 2025 counterfactual Multi-agent Reinforcement Learning
Code Code Available Sorrel: A simple and flexible framework for multi-agent reinforcement learning May 30, 2025 Multi-agent Reinforcement Learning Philosophy
Code Code Available JaxRobotarium: Training and Deploying Multi-Robot Policies in 10 Minutes May 10, 2025 Benchmarking GPU
Code Code Available 