Constrained MARL

MARL: Multi-Agent Reinforcement Learning

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13 papers4 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. Constrained Multi-Agent Reinforcement Learning in Imagination

    Oct 15, 2026Raz Shmueli, Shahaf S. ShperbergConstrained MARLMulti-Agent Reinforcement Learning

    Ben-Gurion University of the Negev, Beer-Sheva, Israel

  2. SafeDiSTL: Decomposing Joint Constraints for Safe Multi-Agent Reinforcement Learning

    Oct 9, 2026Hongrui Zheng, Aditya Singh, Rahul MangharamConstrained MARLMulti-Agent Reinforcement Learning

    University of Pennsylvania, Philadelphia, USA

  3. Who Bears the Burden? Learning Responsibility for Shared Constraints in Multi-Agent Reinforcement Learning

    Oct 5, 2026Xiaoyang Cao, Jingqi Li, Zhe Fu +1Game TheoryConstrained MARL

    Massachusetts Institute of Technology · The University of Texas at Austin · Stanford University +1

  4. Learning to Harvest Without Collapse in a Regenerative Commons: A Lagrangian Framework

    Sep 29, 2026Jose Tupayachi, Xueping Li, Soham DasConstrained MARLMulti-Agent Control

    Oak Ridge National Laboratory Department of Industrial and Systems Engineering, University of Tennessee, Knoxville · Department of Industrial and Systems Engineering, University of Tennessee, Knoxville

  5. Safe and Generalizable Hierarchical Multi-Agent RL via Constraint Manifold Control

    Jun 22, 2026Zihao Guo, Jianing Zhao, Ling Li +3Robotic ControlMulti-Agent Coordination

    1King’s College London · University of California, Berkeley · 3The Alan Turing Institute

  6. A Multi-Agent system for Multi-Objective constrained optimization

    Jun 18, 2026Federica FilippiniReward ShapingMulti-Agent System Optimization

    University of Milano-Bicocca Milan, Italy

  7. TRIDENT: Breaking the Hybrid-Safety-Physics Coupling for Provably Safe Multi-Agent Reinforcement Learning

    Jun 16, 2026Zijie Meng, Ziwei Li, Yufei Liu +5Cyber-Physical SystemsReinforcement Learning

    Peking University · National Taiwan University · WHU +1

  8. Safety-Contract Graph Multi-Agent Reinforcement Learning for Autonomous Network Security Response

    Jun 11, 2026Jose Luis Lima de Jesus SilvaAutonomous Cyber DefenseConstrained MARL

    Oxaala Tecnologias, Rua Dinah Silveira de Queirós, 06, Quinta do Candeal, Horto Florestal, Salvador, 40296-160, Bahia, Brazil · Universidade Federal da Bahia, Instituto de Geociências, Rua Barão de Jeremoabo, s/n, Ondina, Salvador, Bahia, 40170-115, Brazil

  9. Coordination Graphs for Constrained Multi-Agent Reinforcement Learning

    Jun 1, 2026Santiago Amaya-Corredor, Miguel Calvo-Fullana, Anders JonssonMulti-Objective Reinforcement LearningMulti-Agent System Optimization

    Department of Engineering, Universitat Pompeu Fabra, Barcelona, Spain

  10. Constrained Multi-Objective Reinforcement Learning with Max-Min Criterion

    May 29, 2026Giseung Park, Hyunyoung Nam, Woohyeon Byeon +2Multi-Objective Reinforcement LearningReinforcement Learning

    Robotics Institute, University of Toronto, 55 St George St, Toronto, Canada. · School of Electical Engineering, KAIST, Daejeon 34141, Republic of Korea. · Faculty of Engineering, Bar-Ilan University, Ramat Gan 52900, Israel.

  11. Scalable Constrained Multi-Agent Reinforcement Learning via State Augmentation and Consensus for Separable Dynamics

    May 28, 2026Santiago Amaya-Corredor, Miguel Calvo-Fullana, Anders JonssonMulti-Agent System OptimizationMulti-Agent Coordination

    Department of Engineering, University Pompeu Fabra

  12. EcoFair-CH-MARL: Scalable Constrained Hierarchical Multi-Agent RL with Real-Time Emission Budgets and Fairness Guarantees

    Mar 15, 2026Saad AlqithamiConstrained MARLMulti-Agent Reinforcement Learning

    Computer Science Department, Al-Baha University, Albaha 65779, Saudi Arabia

  13. Safe Multi-Agent Deep Reinforcement Learning for Privacy-Aware Edge-Device Collaborative DNN Inference

    Feb 23, 2026Hong Wang, Xuwei Fan, Zhipeng Cheng +4Constrained MARLEfficient Neural Network Inference

    School of Future Science and Engineering, Soochow University, Suzhou 215006, China · College of Computer and Information Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China · School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China +2