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Code Code Available 5 MDPGT: Momentum-based Decentralized Policy Gradient Tracking Dec 6, 2021 Multi-agent Reinforcement Learning Policy Gradient Methods
Code Code Available 5 Mediated Multi-Agent Reinforcement Learning Jun 14, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Balancing Rational and Other-Regarding Preferences in Cooperative-Competitive Environments Feb 24, 2021 Multi-agent Reinforcement Learning Q-Learning
Code Code Available 5 Balancing Performance and Cost for Two-Hop Cooperative Communications: Stackelberg Game and Distributed Multi-Agent Reinforcement Learning Jun 17, 2024 Multi-agent Reinforcement Learning
Code Code Available 5 MolOpt: Autonomous Molecular Geometry Optimization using Multi-Agent Reinforcement Learning Aug 24, 2023 3D geometry Computational chemistry
Code Code Available 5 MAHTM: A Multi-Agent Framework for Hierarchical Transactive Microgrids Mar 15, 2023 Multi-agent Reinforcement Learning
Code Code Available 5 MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization Feb 21, 2023 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning Feb 14, 2023 Multi-agent Reinforcement Learning
Code Code Available 5 Logic-based Reward Shaping for Multi-Agent Reinforcement Learning Jun 17, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 M^3RL: Mind-aware Multi-agent Management Reinforcement Learning Sep 29, 2018 Management Multi-agent Reinforcement Learning
Code Code Available 5 Data sharing games Jan 26, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning May 8, 2023 LEMMA Multi-agent Reinforcement Learning
Code Code Available 5 Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate Convergence Sep 8, 2023 Multi-agent Reinforcement Learning Policy Gradient Methods
Code Code Available 5 MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence Dec 2, 2017 GPU Multi-agent Reinforcement Learning
Code Code Available 5 Enhancing Heterogeneous Multi-Agent Cooperation in Decentralized MARL via GNN-driven Intrinsic Rewards Aug 12, 2024 Graph Neural Network Multi-agent Reinforcement Learning
Code Code Available 5 Adaptive trajectory-constrained exploration strategy for deep reinforcement learning Dec 27, 2023 Deep Reinforcement Learning MuJoCo
Code Code Available 5 Light Aircraft Game : Basic Implementation and training results analysis Jun 17, 2025 Multi-agent Reinforcement Learning
Code Code Available 5 Learning to Solve the Min-Max Mixed-Shelves Picker-Routing Problem via Hierarchical and Parallel Decoding Feb 14, 2025 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 Learning Transferable Cooperative Behavior in Multi-Agent Teams Jun 4, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available 5 MAVEN: Multi-Agent Variational Exploration Oct 16, 2019 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available 5 Curriculum learning for multilevel budgeted combinatorial problems Jul 7, 2020 Combinatorial Optimization Multi-agent Reinforcement Learning
Code Code Available 5 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 5 Learning with Opponent-Learning Awareness Sep 13, 2017 Multi-agent Reinforcement Learning Reinforcement Learning
Code Code Available 5 A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning Jun 4, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Learning to Gather without Communication Feb 21, 2018 Multi-agent Reinforcement Learning Position
Code Code Available 5 Augmenting the action space with conventions to improve multi-agent cooperation in Hanabi Dec 9, 2024 Multi-agent Reinforcement Learning
Code Code Available 5 Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games Mar 16, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Learning to Communicate with Deep Multi-Agent Reinforcement Learning May 21, 2016 Multi-agent Reinforcement Learning Q-Learning
Code Code Available 5 Learning Sparse Graphon Mean Field Games Sep 8, 2022 Multi-agent Reinforcement Learning
Code Code Available 5 A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation in Two-sided Markets Feb 21, 2022 Management Multi-agent Reinforcement Learning
Code Code Available 5 Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal Jan 18, 2022 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available 5 Learning to Bid Long-Term: Multi-Agent Reinforcement Learning with Long-Term and Sparse Reward in Repeated Auction Games Apr 5, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Learning to Schedule Communication in Multi-agent Reinforcement Learning Feb 5, 2019 Deep Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available 5 Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation Feb 8, 2023 Hierarchical Reinforcement Learning Multi-agent Reinforcement Learning
Code Code Available 5 Learning from Multiple Independent Advisors in Multi-agent Reinforcement Learning Jan 26, 2023 Multi-agent Reinforcement Learning Q-Learning
Code Code Available 5 Multi-Agent Congestion Cost Minimization With Linear Function Approximations Jan 26, 2023 Multi-agent Reinforcement Learning
Code Code Available 5 Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction Mar 24, 2021 counterfactual Counterfactual Explanation
Code Code Available 5 Learning Complex Teamwork Tasks Using a Given Sub-task Decomposition Feb 9, 2023 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning Nov 10, 2021 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning Aug 25, 2023 Autonomous Vehicles Disaster Response
Code Code Available 5 Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient Oct 10, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Learn How to Query from Unlabeled Data Streams in Federated Learning Dec 11, 2024 Benchmarking Decision Making
Code Code Available 5 Last-Iterate Convergence with Full and Noisy Feedback in Two-Player Zero-Sum Games Aug 21, 2022 Multi-agent Reinforcement Learning
Code Code Available 5 Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game Jun 3, 2022 Fairness Management
Code Code Available 5 Learning to Share and Hide Intentions using Information Regularization Aug 6, 2018 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available 5 Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming Jan 20, 2022 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 Large Legislative Models: Towards Efficient AI Policymaking in Economic Simulations Oct 10, 2024 Decision Making Multi-agent Reinforcement Learning
Code Code Available 5 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 5 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
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