Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal Hypergraphs Apr 17, 2024 Edge-computing Management
Code Code Available Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal Jan 18, 2022 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints Oct 22, 2023 Multi-agent Reinforcement Learning Privacy Preserving
Code Code Available Understanding Iterative Combinatorial Auction Designs via Multi-Agent Reinforcement Learning Feb 29, 2024 Multi-agent Reinforcement Learning Navigate
Code Code Available Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning Jan 20, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Explainable Multi-Agent Reinforcement Learning for Temporal Queries May 17, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Silly rules improve the capacity of agents to learn stable enforcement and compliance behaviors Jan 25, 2020 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available Explainable Action Advising for Multi-Agent Reinforcement Learning Nov 15, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Modelling crypto markets by multi-agent reinforcement learning Feb 16, 2024 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Modelling Opaque Bilateral Market Dynamics in Financial Trading: Insights from a Multi-Agent Simulation Study May 5, 2024 Multi-agent Reinforcement Learning
Code Code Available MolOpt: Autonomous Molecular Geometry Optimization using Multi-Agent Reinforcement Learning Aug 24, 2023 3D geometry Computational chemistry
Code Code Available Mediated Multi-Agent Reinforcement Learning Jun 14, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Large Legislative Models: Towards Efficient AI Policymaking in Economic Simulations Oct 10, 2024 Decision Making Multi-agent Reinforcement Learning
Code Code Available Measuring Policy Distance for Multi-Agent Reinforcement Learning Jan 20, 2024 Diversity Multi-agent Reinforcement Learning
Code Code Available Mean-Field Control based Approximation of Multi-Agent Reinforcement Learning in Presence of a Non-decomposable Shared Global State Jan 13, 2023 Multi-agent Reinforcement Learning
Code Code Available Deep Multi-Agent Reinforcement Learning with Relevance Graphs Nov 30, 2018 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming Jan 20, 2022 Decision Making Multi-agent Reinforcement Learning
Code Code Available MDPGT: Momentum-based Decentralized Policy Gradient Tracking Dec 6, 2021 Multi-agent Reinforcement Learning Policy Gradient Methods
Code Code Available Shapley Q-value: A Local Reward Approach to Solve Global Reward Games Jul 11, 2019 Multi-agent Reinforcement Learning Policy Gradient Methods
Code Code Available Towards Robust Multi-UAV Collaboration: MARL with Noise-Resilient Communication and Attention Mechanisms Mar 4, 2025 counterfactual Decision Making
Code Code Available Agent-Agnostic Centralized Training for Decentralized Multi-Agent Cooperative Driving Mar 18, 2024 Autonomous Vehicles Management
Code Code Available Multi-Agent Advisor Q-Learning Oct 26, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available OPTIMA: Optimized Policy for Intelligent Multi-Agent Systems Enables Coordination-Aware Autonomous Vehicles Oct 9, 2024 Autonomous Vehicles Multi-agent Reinforcement Learning
Code Code Available Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and quality Jul 25, 2024 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available MAVEN: Multi-Agent Variational Exploration Oct 16, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available Multi-Agent Common Knowledge Reinforcement Learning Oct 27, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available The Composite Task Challenge for Cooperative Multi-Agent Reinforcement Learning Feb 1, 2025 Multi-agent Reinforcement Learning
Code Code Available Multi-Agent Congestion Cost Minimization With Linear Function Approximations Jan 26, 2023 Multi-agent Reinforcement Learning
Code Code Available MAHTM: A Multi-Agent Framework for Hierarchical Transactive Microgrids Mar 15, 2023 Multi-agent Reinforcement Learning
Code Code Available CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario May 13, 2019 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Expert-Free Online Transfer Learning in Multi-Agent Reinforcement Learning Jan 26, 2025 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available IQ-Flow: Mechanism Design for Inducing Cooperative Behavior to Self-Interested Agents in Sequential Social Dilemmas Feb 28, 2023 Multi-agent Reinforcement Learning
Code Code Available Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement Learning Jul 1, 2024 Deep Reinforcement Learning Edge-computing
Code Code Available Investigating the Impact of Direct Punishment on the Emergence of Cooperation in Multi-Agent Reinforcement Learning Systems Jan 19, 2023 Multi-agent Reinforcement Learning Navigate
Code Code Available Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning Dec 22, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning Oct 12, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution Dec 9, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning Feb 6, 2025 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Deep Coordination Graphs Sep 27, 2019 Multi-agent Reinforcement Learning Q-Learning
Code Code Available Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning Jan 26, 2019 Decision Making Multi-agent Reinforcement Learning
Code Code Available Evolution of Societies via Reinforcement Learning Oct 22, 2024 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Investigating Relational State Abstraction in Collaborative MARL Dec 19, 2024 Graph Neural Network Multi-agent Reinforcement Learning
Code Code Available DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning Nov 10, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning Jun 22, 2022 counterfactual Multi-agent Reinforcement Learning
Code Code Available Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-Bénard convection Jul 31, 2024 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games Mar 16, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents Jun 10, 2021 Decision Making Multi-agent Reinforcement Learning
Code Code Available Adaptive and Robust DBSCAN with Multi-agent Reinforcement Learning May 7, 2025 Clustering Deep Reinforcement Learning
Code Code Available MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence Dec 2, 2017 GPU Multi-agent Reinforcement Learning
Code Code Available Risk-Sensitive Multi-Agent Reinforcement Learning in Network Aggregative Markov Games Feb 8, 2024 Multi-agent Reinforcement Learning
Code Code Available 