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 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 Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning Feb 27, 2025 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 Scalable Safe Multi-Agent Reinforcement Learning for Multi-Agent System Jan 23, 2025 Multi-agent Reinforcement Learning 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 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
Code Code Available Reinforced Prompt Personalization for Recommendation with Large Language Models Jul 24, 2024 Multi-agent Reinforcement Learning
Code Code Available POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding Jul 20, 2024 Benchmarking Heuristic Search
Code Code Available Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models Jul 9, 2024 Multi-agent Reinforcement Learning
Code Code Available Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks Jun 25, 2024 Multi-agent Reinforcement Learning
Code Code Available Soft-QMIX: Integrating Maximum Entropy For Monotonic Value Function Factorization Jun 20, 2024 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Reconfigurable Intelligent Surface Assisted VEC Based on Multi-Agent Reinforcement Learning Jun 17, 2024 Deep Reinforcement Learning Edge-computing
Code Code Available PyTAG: Tabletop Games for Multi-Agent Reinforcement Learning May 28, 2024 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning May 28, 2024 Multi-agent Reinforcement Learning SMAC
Code Code Available Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning May 23, 2024 Diversity Multi-agent Reinforcement Learning
Code Code Available Efficient Multi-agent Reinforcement Learning by Planning May 20, 2024 Computational Efficiency Model-based Reinforcement Learning
Code Code Available Enhancing Cooperation through Selective Interaction and Long-term Experiences in Multi-Agent Reinforcement Learning May 4, 2024 Attribute Multi-agent Reinforcement Learning
Code Code Available Simulating the Economic Impact of Rationality through Reinforcement Learning and Agent-Based Modelling May 3, 2024 Multi-agent Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning Apr 17, 2024 Decision Making Multi-agent Reinforcement Learning
Code Code Available N-Agent Ad Hoc Teamwork Apr 16, 2024 Autonomous Driving Multi-agent Reinforcement Learning
Code Code Available Laser Learning Environment: A new environment for coordination-critical multi-agent tasks Apr 4, 2024 Multi-agent Reinforcement Learning Q-Learning
Code Code Available Towards Generalizability of Multi-Agent Reinforcement Learning in Graphs with Recurrent Message Passing Feb 7, 2024 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing Feb 3, 2024 Multi-agent Reinforcement Learning
Code Code Available Context-aware Communication for Multi-agent Reinforcement Learning Dec 25, 2023 Multi-agent Reinforcement Learning Quantization
Code Code Available Multi-Agent Reinforcement Learning via Distributed MPC as a Function Approximator Dec 8, 2023 Model Predictive Control Multi-agent Reinforcement Learning
Code Code Available RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization Nov 3, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning Nov 1, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Multi-Agent Reinforcement Learning-Based UAV Pathfinding for Obstacle Avoidance in Stochastic Environment Oct 25, 2023 Model Predictive Control Multi-agent Reinforcement Learning
Code Code Available Theory of Mind for Multi-Agent Collaboration via Large Language Models Oct 16, 2023 Hallucination Multi-agent Reinforcement Learning
Code Code Available Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning Oct 6, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Effective Multi-Agent Deep Reinforcement Learning Control with Relative Entropy Regularization Sep 26, 2023 Deep Reinforcement Learning Multi-agent Reinforcement Learning
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