Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning Dec 17, 2020 Fairness Multi-agent Reinforcement Learning
Code Code Available 5 Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning Apr 14, 2021 counterfactual Deep Reinforcement Learning
Code Code Available 5 A coevolutionary approach to deep multi-agent reinforcement learning Apr 12, 2021 Atari Games Decision Making
Code Code Available 5 FACMAC: Factored Multi-Agent Centralised Policy Gradients Mar 14, 2020 MuJoCo Multi-agent Reinforcement Learning
Code Code Available 5 Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning May 28, 2024 Multi-agent Reinforcement Learning SMAC
Code Code Available 5 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 5 An Empirical Study on Google Research Football Multi-agent Scenarios May 16, 2023 Benchmarking Multi-agent Reinforcement Learning
Code Code Available 5 Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning Jun 7, 2020 counterfactual Multi-agent Reinforcement Learning
Code Code Available 5 Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning May 23, 2024 Diversity Multi-agent Reinforcement Learning
Code Code Available 5 CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning Mar 16, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Inequity aversion improves cooperation in intertemporal social dilemmas Mar 23, 2018 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available 5 iPLAN: Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning Jun 9, 2023 Autonomous Vehicles Collision Avoidance
Code Code Available 5 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 5 Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning Oct 11, 2024 Diversity MuJoCo
Code Code Available 5 MA2CL:Masked Attentive Contrastive Learning for Multi-Agent Reinforcement Learning Jun 3, 2023 Contrastive Learning Multi-agent Reinforcement Learning
Code Code Available 5 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 5 Rethinking the Implementation Matters in Cooperative Multi-Agent Reinforcement Learning Feb 6, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library Apr 16, 2020 Model extraction Multi-agent Reinforcement Learning
Code Code Available 5 Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models Jul 9, 2024 Multi-agent Reinforcement Learning
Code Code Available 5 Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles Apr 3, 2023 Multi-agent Reinforcement Learning Starcraft
Code Code Available 5 Game-Theoretic Multiagent Reinforcement Learning Nov 1, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 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 5 A Game-Theoretic Approach to Multi-Agent Trust Region Optimization Jun 12, 2021 Atari Games MuJoCo
Code Code Available 5 MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer Jun 20, 2022 Multi-agent Reinforcement Learning Q-Learning
Code Code Available 5 Collaborative Visual Navigation Jul 2, 2021 Multi-agent Reinforcement Learning Navigate
Code Code Available 5 Communicative Reinforcement Learning Agents for Landmark Detection in Brain Images Aug 18, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 HyperMARL: Adaptive Hypernetworks for Multi-Agent RL Dec 5, 2024 Diversity Multi-agent Reinforcement Learning
Code Code Available 5 IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control Mar 6, 2020 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 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 5 CoLight: Learning Network-level Cooperation for Traffic Signal Control May 11, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available 5 Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering Sep 20, 2023 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 HAD-Gen: Human-like and Diverse Driving Behavior Modeling for Controllable Scenario Generation Mar 19, 2025 Autonomous Vehicles Imitation Learning
Code Code Available 5 Collaborating with Humans without Human Data Oct 15, 2021 Multi-agent Reinforcement Learning
Code Code Available 5 Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models Jun 9, 2025 Multi-agent Reinforcement Learning Safety Alignment
Code Code Available 5 Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning Apr 17, 2024 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL Jun 20, 2023 Benchmarking Management
Code Code Available 5 FoX: Formation-aware exploration in multi-agent reinforcement learning Aug 22, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems Jan 6, 2025 Computational Efficiency Multi-agent Reinforcement Learning
Code Code Available 5 Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents Feb 23, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning Jun 19, 2023 Conformal Prediction Decision Making
Code Code Available 5 Actor-Attention-Critic for Multi-Agent Reinforcement Learning Oct 5, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS Apr 5, 2021 Continual Learning Multi-agent Reinforcement Learning
Code Code Available 5 Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control Feb 27, 2020 Deep Reinforcement Learning Graph Attention
Code Code Available 5 Celebrating Diversity in Shared Multi-Agent Reinforcement Learning Jun 4, 2021 Diversity Multi-agent Reinforcement Learning
Code Code Available 5 Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning Jan 12, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management Dec 18, 2020 energy management Management
Code Code Available 5 Scalable Multi-agent Reinforcement Learning Algorithm for Wireless Networks Aug 1, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition May 18, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search May 19, 2022 Decision Making Image Captioning
Code Code Available 5 Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning Feb 27, 2025 Multi-agent Reinforcement Learning
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