Information Design in Multi-Agent Reinforcement Learning May 8, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning Feb 15, 2021 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available A coevolutionary approach to deep multi-agent reinforcement learning Apr 12, 2021 Atari Games Decision Making
Code Code Available iPLAN: Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning Jun 9, 2023 Autonomous Vehicles Collision Avoidance
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 Is Machine Learning Ready for Traffic Engineering Optimization? Sep 3, 2021 BIG-bench Machine Learning Multi-agent Reinforcement Learning
Code Code Available An Empirical Study on Google Research Football Multi-agent Scenarios May 16, 2023 Benchmarking Multi-agent Reinforcement Learning
Code Code Available Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning Oct 11, 2024 Diversity MuJoCo
Code Code Available Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach Nov 11, 2022 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration Jan 9, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N Aug 15, 2022 Ethics Multi-agent Reinforcement Learning
Code Code Available Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication Oct 11, 2020 Deep Reinforcement Learning Distributed Optimization
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 Learning to Control and Coordinate Mixed Traffic Through Robot Vehicles at Complex and Unsignalized Intersections Jan 12, 2023 Autonomous Vehicles Multi-agent Reinforcement Learning
Code Code Available Learning to Model Opponent Learning Jun 6, 2020 Decision Making model
Code Code Available Learning to Share in Multi-Agent Reinforcement Learning Dec 16, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased Feb 3, 2023 Multi-agent Reinforcement Learning
Code Code Available Lenient Multi-Agent Deep Reinforcement Learning Jul 14, 2017 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available Neural Auto-Curricula Jun 4, 2021 Multi-agent Reinforcement Learning
Code Code Available MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning Jun 5, 2021 Atari Games CPU
Code Code Available Game-Theoretic Multiagent Reinforcement Learning Nov 1, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning Oct 15, 2020 Management Multi-agent Reinforcement Learning
Code Code Available A Game-Theoretic Approach to Multi-Agent Trust Region Optimization Jun 12, 2021 Atari Games MuJoCo
Code Code Available Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles Apr 3, 2023 Multi-agent Reinforcement Learning Starcraft
Code Code Available Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments May 11, 2020 Autonomous Vehicles Deep Reinforcement Learning
Code Code Available Mava: a research library for distributed multi-agent reinforcement learning in JAX Jul 3, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available Scalable Multi-agent Reinforcement Learning Algorithm for Wireless Networks Aug 1, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available FACMAC: Factored Multi-Agent Centralised Policy Gradients Mar 14, 2020 MuJoCo Multi-agent Reinforcement Learning
Code Code Available Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning Apr 14, 2021 counterfactual Deep 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 DeepFreight: Integrating Deep Reinforcement Learning and Mixed Integer Programming for Multi-transfer Truck Freight Delivery Mar 5, 2021 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning Feb 16, 2021 Multi-agent Reinforcement Learning Q-Learning
Code Code Available Effective control of two-dimensional Rayleigh--Bénard convection: invariant multi-agent reinforcement learning is all you need Apr 5, 2023 All Deep Reinforcement Learning
Code Code Available Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning May 28, 2019 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Cooperation and Fairness in Multi-Agent Reinforcement Learning Oct 19, 2024 Fairness Multi-agent Reinforcement Learning
Code Code Available Actor-Attention-Critic for Multi-Agent Reinforcement Learning Oct 5, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment May 21, 2021 counterfactual Multi-agent Reinforcement Learning
Code Code Available Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning Sep 22, 2023 counterfactual 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 Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images Aug 18, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations Dec 24, 2020 Decoder Graph Attention
Code Code Available Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition Nov 23, 2022 Contrastive Learning Diversity
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 Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation Feb 18, 2022 Distributed Computing Multi-agent Reinforcement Learning
Code Code Available Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning Jan 12, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level Optimization Jun 15, 2023 Collision Avoidance Multi-agent Reinforcement Learning
Code Code Available Collaborating with Humans without Human Data Oct 15, 2021 Multi-agent Reinforcement Learning
Code Code Available Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning Jun 19, 2020 Graph Neural Network Multi-agent Reinforcement Learning
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 Collaborative Visual Navigation Jul 2, 2021 Multi-agent Reinforcement Learning Navigate
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