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Tamer Başar

  1. Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms
    2019/11/24 by Kaiqing Zhang, Zhang, Kaiqing, Zhuoran Yang +3 · 63 citations
    Decision Sciences · #Innovation Diffusion and Forecasting
  2. Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
    2018/02/23 by Kaiqing Zhang, Zhang, Kaiqing, Zhuoran Yang +7 · 23 citations
    Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  3. Decentralized sequential detection with a fusion center performing the sequential test
    1993/03/01 by Venugopal V. Veeravalli, V.V. Veeravalli, T. Basar +3 · 9 citations
    Computer Science · Decision Sciences · #Distributed Sensor Networks and Detection Algorithms #Target Tracking and Data Fusion in Sensor Networks #Advanced Statistical Process Monitoring
  4. Game Theoretic Methods for the Smart Grid
    2012/02/02 by Walid Saad, Zhu Han, Saad, Walid +5 · 7 citations
    Decision Sciences · Engineering · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Smart Grid Energy Management #Smart Grid Security and Resilience
  5. Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction
    2024/04/12 by Haoran Qiu, Qiu, Haoran, Weichao Mao +17 · 14 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
  6. Risk-Sensitive Mean Field Games
    2012/10/10 by Hamidou Tembiné, Tembine, Hamidou, Quanyan Zhu +3 · 4 citations
    Economics, Econometrics and Finance · Physics and Astronomy · Mathematics · #Stochastic processes and financial applications #Advanced Thermodynamics and Statistical Mechanics #Mathematical Biology Tumor Growth
  7. Decentralized Nonconvex Optimization with Guaranteed Privacy and Accuracy
    2022/12/14 by Yongqiang Wang, Wang, Yongqiang, Tamer Başar +1 · 5 citations
    Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Random Matrices and Applications
  8. Analysis and Control of a Continuous-Time Bi-Virus Model
    2019/01/02 by Ji Liu, Liu, Ji, Philip E. Paré +9 · 3 citations
    Medicine · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Mathematics #Mathematical and Theoretical Epidemiology and Ecology Models #Opinion Dynamics and Social Influence #Optimization and Control (math.OC)
  9. Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games
    2019/05/31 by Kaiqing Zhang, Zhuoran Yang, Zhang, Kaiqing +3 · 3 citations
    Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
  10. Asynchronous Networked Aggregative Games
    2021/01/22 by Rongping Zhu, Zhu, Rongping, Jiaqi Zhang +5 · 3 citations
    Computer Science · Decision Sciences · #Age of Information Optimization #Distributed Control Multi-Agent Systems #FOS: Mathematics #Game Theory and Applications #Optimization and Control (math.OC)
  11. The Confluence of Networks, Games and Learning
    2021/05/17 by Tao Li, Guanze Peng, Li, Tao +5 · 5 citations
    Decision Sciences · Physics and Astronomy · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Opinion Dynamics and Social Influence #Systems and Control (eess.SY) #electronic engineering #information engineering
  12. Provably Efficient Reinforcement Learning in Decentralized General-Sum Markov Games
    2021/10/12 by Weichao Mao, Tamer Başar, Mao, Weichao +1 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  13. Policy Optimization for \H2 Linear Control with\n \H_\∞ Robustness Guarantee: Implicit Regularization and Global\n Convergence
    2019/10/21 by Kaiqing Zhang, Bin Hu, Zhang, Kaiqing +3 · 2 citations
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Mechanical Circulatory Support Devices #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  14. Model-Free Non-Stationary RL: Near-Optimal Regret and Applications in Multi-Agent RL and Inventory Control
    2020/10/07 by Weichao Mao, Kaiqing Zhang, Mao, Weichao +7 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
  15. Decentralized Multi-Task Stochastic Optimization With Compressed Communications
    2021/12/23 by Navjot Singh, Singh, Navjot, Xuanyu Cao +5 · 2 citations
    Computer Science · #Age of Information Optimization #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  16. Incentive Designs for Stackelberg Games with a Large Number of Followers\n and their Mean-Field Limits
    2022/07/21 by Sina Sanjari, Subhonmesh Bose, Sanjari, Sina +3 · 2 citations
    Mathematics · Economics, Econometrics and Finance · #Stochastic processes and statistical mechanics #Stochastic processes and financial applications
  17. Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances
    2019/12/09 by Kaiqing Zhang, Zhang, Kaiqing, Zhuoran Yang +3 · 3 citations
    Computer Science · #Distributed Control Multi-Agent Systems #Reinforcement Learning in Robotics #Age of Information Optimization
  18. Heterogeneous Learning in Zero-Sum Stochastic Games with Incomplete Information
    2011/03/13 by Quanyan Zhu, Zhu, Quanyan, Hamidou Tembiné +3 · 1 citation
    Decision Sciences · Medicine · Physics and Astronomy · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Game Theory and Applications #Machine Learning (cs.LG) #Mathematical and Theoretical Epidemiology and Ecology Models #Opinion Dynamics and Social Influence #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  19. Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms
    2023/11/30 by Xiangyuan Zhang, Weichao Mao, Zhang, Xiangyuan +7 · 3 citations
    Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computational Engineering #Extremum Seeking Control Systems #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Finance #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Simulation Techniques and Applications #Systems and Control (eess.SY) #and Science (cs.CE) #electronic engineering #information engineering
  20. On Optimal Jamming Over an Additive Noise Channel
    2013/03/12 by Emrah Akyol, Akyol, Emrah, Kenneth Rose +3 · 1 citation
    Computer Science · Engineering · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Security in Wireless Sensor Networks #Systems and Control (eess.SY) #Wireless Communication Security Techniques #electronic engineering #information engineering
  21. On the Existence of Optimal Policies for a Class of Static and\n Sequential Dynamic Teams
    2014/04/04 by Abhishek Gupta, Gupta, Abhishek, Serdar Yüksel +5 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Auction Theory and Applications #Evolutionary Game Theory and Cooperation #FOS: Electrical engineering #FOS: Mathematics #Game Theory and Applications #Game Theory and Voting Systems #Optimization and Control (math.OC) #Probability (math.PR) #Systems and Control (eess.SY) #electronic engineering #information engineering
  22. Modeling and Analysis of a Coupled SIS Bi-Virus Model
    2022/07/23 by Sebin Gracy, Philip E. Paré, Gracy, Sebin +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · #COVID-19 epidemiological studies #Evolution and Genetic Dynamics #FOS: Biological sciences #FOS: Electrical engineering #Mathematical and Theoretical Epidemiology and Ecology Models #Populations and Evolution (q-bio.PE) #Systems and Control (eess.SY) #electronic engineering #information engineering
  23. Disentangling Resilience from Robustness: Contextual Dualism, Interactionism, and Game-Theoretic Paradigms
    2024/03/10 by Quanyan Zhu, Zhu, Quanyan, Tamer Başar +1 · 4 citations
    Business, Management and Accounting · Decision Sciences · #Complex Systems and Decision Making #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Supply Chain Resilience and Risk Management #Systems and Control (eess.SY) #electronic engineering #information engineering
  24. Controlling and Stabilizing a Rigid Formation Using a Few Agents
    2017/04/20 by Xudong Chen, Chen, Xudong, Mohamed-Ali Belabbas +3 · 1 citation
    Mathematics · Medicine · Engineering · #Mathematical Biology Tumor Growth #Mathematical and Theoretical Epidemiology and Ecology Models #Slime Mold and Myxomycetes Research
  25. Deception-As-Defense Framework for Cyber-Physical Systems
    2019/02/04 by Muhammed O. Sayin, Tamer Başar, Sayin, Muhammed O. +1 · 1 citation
    Computer Science · Engineering · Social Sciences · #Cryptography and Security (cs.CR) #Cybersecurity and Cyber Warfare Studies #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information and Cyber Security #Optimization and Control (math.OC) #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
  26. A Communication-Efficient Multi-Agent Actor-Critic Algorithm for Distributed Reinforcement Learning
    2019/07/06 by Yixuan Lin, Lin, Yixuan, Kaiqing Zhang +11 · 1 citation
    Computer Science · #Adaptive Dynamic Programming Control #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  27. Information State Embedding in Partially Observable Cooperative Multi-Agent Reinforcement Learning
    2020/04/02 by Weichao Mao, Kaiqing Zhang, Mao, Weichao +5 · 1 citation
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Advanced Control Systems Optimization
  28. Infinite-horizon Risk-constrained Linear Quadratic Regulator with Average Cost
    2021/03/29 by Feiran Zhao, Zhao, Feiran, Keyou You +3 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Advanced Bandit Algorithms Research #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic processes and financial applications #Systems and Control (eess.SY) #electronic engineering #information engineering
  29. Modeling Presymptomatic Spread in Epidemics via Mean-Field Games
    2021/11/19 by S. Yagiz Olmez, Shubham Aggarwal, Olmez, S. Yagiz +11 · 1 citation
    Mathematics · Physics and Astronomy · #COVID-19 epidemiological studies #Complex Network Analysis Techniques #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Opinion Dynamics and Social Influence #Optimization and Control (math.OC)
  30. Value of Information in Games with Multiple Strategic Information Providers
    2023/06/26 by Raj Kiriti Velicheti, Velicheti, Raj Kiriti, Melih Baştopçu +3 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Economic Policies and Impacts #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Game Theory and Applications #Information Theory (cs.IT) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  31. A Networked Competitive Multi-Virus SIR Model: Analysis and Observability
    2022/04/01 by Ciyuan Zhang, Sebin Gracy, Zhang, Ciyuan +5 · 1 citation
    Mathematics · Medicine · Physics and Astronomy · #COVID-19 epidemiological studies #Complex Network Analysis Techniques #FOS: Electrical engineering #Mathematical and Theoretical Epidemiology and Ecology Models #Systems and Control (eess.SY) #electronic engineering #information engineering
  32. Prices of Anarchy, Information, and Cooperation in Differential Games
    2011/03/14 by Tamer Başar, Quanyan Zhu, Basar, Tamer +1 · 2 citations
    Decision Sciences · Social Sciences · #Computer Science and Game Theory (cs.GT) #Evolutionary Game Theory and Cooperation #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Game Theory and Applications #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  33. Learning the Kalman Filter with Fine-Grained Sample Complexity
    2023/01/30 by Xiangyuan Zhang, Bin Hu, Zhang, Xiangyuan +3 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Target Tracking and Data Fusion in Sensor Networks #Gaussian Processes and Bayesian Inference
  34. Non-Cooperative Inverse Reinforcement Learning
    2019/11/03 by Xiangyuan Zhang, Kaiqing Zhang, Zhang, Xiangyuan +5 · 1 citation
    Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Software Engineering Research #Systems and Control (eess.SY) #electronic engineering #information engineering
  35. Large Population Games on Constrained Unreliable Networks
    2023/03/16 by Shubham Aggarwal, Aggarwal, Shubham, Muhammad Aneeq uz Zaman +5 · 1 citation
    Computer Science · Health Professions · #Age of Information Optimization #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Global Health Care Issues #Optimization and Control (math.OC) #Social and Information Networks (cs.SI) #Systems and Control (eess.SY) #electronic engineering #information engineering
  36. Revisiting Game-Theoretic Control in Socio-Technical Networks: Emerging Design Frameworks and Contemporary Applications
    2024/11/04 by Quanyan Zhu, Zhu, Quanyan, Tamer Başar +1 · 5 citations
    Decision Sciences · Physics and Astronomy · #Complex Network Analysis Techniques #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Game Theory and Applications #Multiagent Systems (cs.MA) #Opinion Dynamics and Social Influence #Systems and Control (eess.SY) #electronic engineering #information engineering
  37. Finite-Sample Analysis For Decentralized Batch Multi-Agent Reinforcement Learning With Networked Agents
    2018/12/06 by Kaiqing Zhang, Zhang, Kaiqing, Zhuoran Yang +7 · 1 citation
    Computer Science · Decision Sciences · #Distributed Control Multi-Agent Systems #Game Theory and Applications #Reinforcement Learning in Robotics
  38. Privacy Constrained Information Processing
    2015/10/13 by Emrah Akyol, Cédric Langbort, Akyol, Emrah +3 · 1 citation
    Computer Science · Engineering · #Computer Science and Game Theory (cs.GT) #Cryptography and Data Security #FOS: Computer and information sciences #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques
  39. Gradient-tracking based Distributed Optimization with Guaranteed Optimality under Noisy Information Sharing
    2022/10/02 by Yongqiang Wang, Wang, Yongqiang, Tamer Başar +1 · 1 citation
    Computer Science · #Distributed Control Multi-Agent Systems #FOS: Electrical engineering #FOS: Mathematics #Neural Networks Stability and Synchronization #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
  40. Structure Matters: Dynamic Policy Gradient
    2024/11/07 by Sara Klein, Xiangyuan Zhang, Klein, Sara +7 · 1 citation
    Economics, Econometrics and Finance · #Economic Policies and Impacts
  41. Nash Equilibrium Seeking for Noncooperative Duopoly Games via Event-Triggered Control
    2024/04/10 by Victor Hugo Pereira Rodrigues, Rodrigues, Victor Hugo Pereira, Tiago Roux Oliveira +5 · 2 citations
    Engineering · Environmental Science · #Animal Ecology and Behavior Studies #Extremum Seeking Control Systems #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
  42. Robust Cooperative Multi-Agent Reinforcement Learning:A Mean-Field Type Game Perspective
    2024/06/20 by Muhammad Aneeq uz Zaman, Zaman, Muhammad Aneeq uz, Mathieu Laurière +5 · 2 citations
    Business, Management and Accounting · #FOS: Computer and information sciences #FOS: Electrical engineering #Multiagent Systems (cs.MA) #Supply Chain and Inventory Management #Systems and Control (eess.SY) #electronic engineering #information engineering
  43. Fully Decentralized Computation Offloading in Priority-Driven Edge Computing Systems
    2025/01/10 by Shubham Aggarwal, Aggarwal, Shubham, Melih Baştopçu +9 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Systems and Control (eess.SY) #electronic engineering #information engineering
  44. Network-Induced Strategic Communication in Opinion Dynamics
    2026/07/17 by Hassan Munif, Anthony Couthures, Vineeth S. Varma +2
    #eess.SY #cs.GT #cs.SY