Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration May 8, 2025 Deep Reinforcement Learning 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 HAD-Gen: Human-like and Diverse Driving Behavior Modeling for Controllable Scenario Generation Mar 19, 2025 Autonomous Vehicles Imitation Learning
Code Code Available Trajectory-Class-Aware Multi-Agent Reinforcement Learning Mar 3, 2025 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning Feb 27, 2025 Multi-agent Reinforcement Learning
Code Code Available RouteRL: Multi-agent reinforcement learning framework for urban route choice with autonomous vehicles Feb 27, 2025 Autonomous Vehicles Multi-agent Reinforcement Learning
Code Code Available Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning Feb 9, 2025 Multi-agent Reinforcement Learning
Code Code Available An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks Feb 7, 2025 Benchmarking Multi-agent Reinforcement Learning
Code Code Available WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control Jan 23, 2025 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Scalable Safe Multi-Agent Reinforcement Learning for Multi-Agent System Jan 23, 2025 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available SRMT: Shared Memory for Multi-agent Lifelong Pathfinding Jan 22, 2025 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems Jan 6, 2025 Computational Efficiency Multi-agent Reinforcement Learning
Code Code Available SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC Dec 23, 2024 Benchmarking Multi-agent Reinforcement Learning
Code Code Available Multi Agent Reinforcement Learning for Sequential Satellite Assignment Problems Dec 20, 2024 Combinatorial Optimization Multi-agent Reinforcement Learning
Code Code Available A MARL Based Multi-Target Tracking Algorithm Under Jamming Against Radar Dec 17, 2024 Multi-agent Reinforcement Learning
Code Code Available HyperMARL: Adaptive Hypernetworks for Multi-Agent RL Dec 5, 2024 Diversity Multi-agent Reinforcement Learning
Code Code Available Learning to Cooperate with Humans using Generative Agents Nov 21, 2024 Multi-agent Reinforcement Learning
Code Code Available InvestESG: A multi-agent reinforcement learning benchmark for studying climate investment as a social dilemma Nov 15, 2024 Multi-agent Reinforcement Learning
Code Code Available Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning Nov 7, 2024 Decision Making Fairness
Code Code Available PyTSC: A Unified Platform for Multi-Agent Reinforcement Learning in Traffic Signal Control Oct 23, 2024 Management 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 Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning Oct 11, 2024 Diversity MuJoCo
Code Code Available Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning Oct 8, 2024 GSM8K Multi-agent Reinforcement Learning
Code Code Available Dashing for the Golden Snitch: Multi-Drone Time-Optimal Motion Planning with Multi-Agent Reinforcement Learning Sep 25, 2024 Collision Avoidance Motion Planning
Code Code Available Assigning Credit with Partial Reward Decoupling in Multi-Agent Proximal Policy Optimization Aug 8, 2024 Multi-agent Reinforcement Learning reinforcement-learning
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