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 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 Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation Jun 13, 2024 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 MAexp: A Generic Platform for RL-based Multi-Agent Exploration Apr 19, 2024 Diversity 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 Heterogeneous Multi-Robot Reinforcement Learning Jan 17, 2023 Graph Neural Network Multi-agent 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 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 Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding Mar 12, 2024 Multi-Agent Path Finding Multi-agent Reinforcement Learning
Code Code Available Maximum Entropy Heterogeneous-Agent Reinforcement Learning Jun 19, 2023 MuJoCo 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 Digital Twin Vehicular Edge Computing Network: Task Offloading and Resource Allocation Jul 16, 2024 Edge-computing 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 Deep Reinforcement Learning for Multi-Agent Interaction Aug 2, 2022 BIG-bench Machine Learning Causal Inference
Code Code Available Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Mar 2, 2024 Decoder 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 ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency Nov 29, 2022 Decision Making Multi-agent Reinforcement Learning
Code Code Available Heterogeneous-Agent Reinforcement Learning Apr 19, 2023 LEMMA 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 JaxMARL: Multi-Agent RL Environments and Algorithms in JAX Nov 16, 2023 CPU GPU
Code Code Available Coordinate-Aligned Multi-Camera Collaboration for Active Multi-Object Tracking Feb 22, 2022 Multi-agent Reinforcement Learning Multi-Object Tracking
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