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 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 MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library Oct 11, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available SustainDC: Benchmarking for Sustainable Data Center Control Aug 14, 2024 Benchmarking Management
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 AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making Nov 6, 2024 Decision Making Diversity
Code Code Available Multi-Agent Reinforcement Learning is a Sequence Modeling Problem May 30, 2022 Decision Making MuJoCo
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 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 Tactics2D: A Highly Modular and Extensible Simulator for Driving Decision-making Nov 18, 2023 Autonomous Driving Decision Making
Code Code Available PettingZoo: Gym for Multi-Agent Reinforcement Learning Sep 30, 2020 Multi-agent Reinforcement Learning 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 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 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 Heterogeneous-Agent Reinforcement Learning Apr 19, 2023 LEMMA Multi-agent Reinforcement Learning
Code Code Available MAexp: A Generic Platform for RL-based Multi-Agent Exploration Apr 19, 2024 Diversity Multi-agent Reinforcement Learning
Code Code Available MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning Sep 26, 2021 Benchmarking Decision Making
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 Multi-Agent Reinforcement Learning for Resources Allocation Optimization: A Survey Apr 29, 2025 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 Safe Multi-Agent Reinforcement Learning with Bilevel Optimization in Autonomous Driving May 28, 2024 Autonomous Driving Bilevel Optimization
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 SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Oct 19, 2020 Autonomous Driving Multi-agent 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 Digital Twin Vehicular Edge Computing Network: Task Offloading and Resource Allocation Jul 16, 2024 Edge-computing Multi-agent Reinforcement Learning
Code Code Available VMAS: A Vectorized Multi-Agent Simulator for Collective Robot Learning Jul 7, 2022 Benchmarking Multi-agent 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 DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning Jun 11, 2021 Card Games Deep Reinforcement Learning
Code Code Available Deep Reinforcement Learning for Multi-Agent Interaction Aug 2, 2022 BIG-bench Machine Learning Causal Inference
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 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 Emergent Reciprocity and Team Formation from Randomized Uncertain Social Preferences Nov 10, 2020 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 Heterogeneous Multi-Robot Reinforcement Learning Jan 17, 2023 Graph Neural Network Multi-agent Reinforcement Learning
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 JaxMARL: Multi-Agent RL Environments and Algorithms in JAX Nov 16, 2023 CPU GPU
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 Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Mar 2, 2024 Decoder Multi-agent Reinforcement Learning
Code Code Available Maximum Entropy Heterogeneous-Agent Reinforcement Learning Jun 19, 2023 MuJoCo Multi-agent 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 MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning Jul 23, 2024 Benchmarking Decision Making
Code Code Available IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning Oct 19, 2024 Benchmarking Multi-agent Reinforcement Learning
Code Code Available A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising Jun 11, 2021 Multi-agent Reinforcement Learning
Code Code Available A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control Mar 30, 2025 Fairness Multi-agent Reinforcement Learning
Code Code Available Cooperation and Fairness in Multi-Agent Reinforcement Learning Oct 19, 2024 Fairness Multi-agent Reinforcement Learning
Code Code Available Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition Nov 23, 2022 Contrastive Learning Diversity
Code Code Available Context-aware Communication for Multi-agent Reinforcement Learning Dec 25, 2023 Multi-agent Reinforcement Learning Quantization
Code Code Available 