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Viewing Publication 1 - 100 from 614

2024

Joint Server Selection and Handover Design for Satellite-Based Federated Learning Using Mean-Field Evolutionary ApproachYuhan Kang, Yifei Zhu, Dan Wang 0002, Zhu Han 0001, Tamer Basar. tnse, 11(2):1655-1667, March - April 2024. [doi]

Decentralized multi-task stochastic optimization with compressed communicationsNavjot Singh, Xuanyu Cao, Suhas N. Diggavi, Tamer Basar. automatica, 159:111363, January 2024. [doi]

2023

Quantization Enabled Privacy Protection in Decentralized Stochastic OptimizationYongqiang Wang 0001, Tamer Basar. tac, 68(7):4038-4052, July 2023. [doi]

Gradient-Tracking-Based Distributed Optimization With Guaranteed Optimality Under Noisy Information SharingYongqiang Wang 0001, Tamer Basar. tac, 68(8):4796-4811, August 2023. [doi]

A Reinforcement Learning Look at Risk-Sensitive Linear Quadratic Gaussian ControlLeilei Cui 0002, Tamer Basar, Zhong-Ping Jiang. l4dc 2023: 534-546 [doi]

Weighted Age of Information-Based Scheduling for Large Population Games on NetworksShubham Aggarwal, Muhammad Aneeq uz Zaman, Melih Bastopcu, Tamer Basar. jsait, 4:682-697, 2023. [doi]

Learning to Control Under Communication ConstraintsShubham Aggarwal, Raj Kiriti Velicheti, Tamer Basar. csysl, 7:2137-2142, 2023. [doi]

Large Population Games with Timely Scheduling over Constrained NetworksShubham Aggarwal, Muhammad Aneeq uz Zaman, Melih Bastopcu, Tamer Basar. amcc 2023: 4772-4778 [doi]

Large Population Games on Constrained Unreliable NetworksShubham Aggarwal, Muhammad Aneeq uz Zaman, Melih Bastopcu, Tamer Basar. cdc 2023: 3480-3485 [doi]

Nonstandard Linear-Quadratic Decision MakingTamer Basar, Jun Moon, Jiongmin Yong, Huanshui Zhang. cdc 2023: 8901-8920 [doi]

Decentralized online convex optimization with compressed communicationsXuanyu Cao, Tamer Basar. automatica, 156:111186, October 2023. [doi]

Communication-Efficient Distributed Learning: An OverviewXuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang. jsac, 41(4):851-873, April 2023. [doi]

Guest Editorial Communication-Efficient Distributed Learning Over NetworksXuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang. jsac, 41(4):845-850, April 2023. [doi]

Sample Complexity of Decentralized Tabular Q-Learning for Stochastic GamesZuguang Gao, Qianqian Ma, Tamer Basar, John R. Birge. amcc 2023: 1098-1103 [doi]

Toward a Theoretical Foundation of Policy Optimization for Learning Control PoliciesBin Hu, Kaiqing Zhang, Na Li 0002, Mehran Mesbahi, Maryam Fazel, Tamer Basar. arcras, 6:123-158, May 2023. [doi]

Provably Efficient Reinforcement Learning in Decentralized General-Sum Markov GamesWeichao Mao, Tamer Basar. dga, 13(1):165-186, March 2023. [doi]

Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task SimilarityWeichao Mao, Haoran Qiu, Chen Wang 0039, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar. nips 2023: [doi]

Fixed-Time Nash Equilibrium Seeking in Time-Varying NetworksJorge I. Poveda, Miroslav Krstic, Tamer Basar. tac, 68(4):1954-1969, 2023. [doi]

AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud SystemsHaoran Qiu, Weichao Mao, Chen Wang 0039, Hubertus Franke, Alaa Youssef, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer. usenix 2023: 387-402 [doi]

Partially Observed Discrete-Time Risk-Sensitive Mean Field GamesNaci Saldi, Tamer Basar, Maxim Raginsky. dga, 13(3):929-960, September 2023. [doi]

Isomorphism Properties of Optimality and Equilibrium Solutions Under Equivalent Information Structure Transformations: Stochastic Dynamic Games and TeamsSina Sanjari, Tamer Basar, Serdar Yüksel. siamco, 61(5):3102-3130, October 2023. [doi]

Reinforcement Learning for Non-stationary Discrete-Time Linear-Quadratic Mean-Field Games in Multiple PopulationsMuhammad Aneeq uz Zaman, Erik Miehling, Tamer Basar. dga, 13(1):118-164, March 2023. [doi]

Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample PathMuhammad Aneeq uz Zaman, Alec Koppel, Sujay Bhatt, Tamer Basar. aistats 2023: 10178-10206 [doi]

Strategic Information Design in Quadratic Multidimensional Persuasion Games with Two SendersRaj Kiriti Velicheti, Melih Bastopcu, Tamer Basar. amcc 2023: 1716-1722 [doi]

Decentralized nonconvex optimization with guaranteed privacy and accuracyYongqiang Wang, Tamer Basar. automatica, 150:110858, April 2023. [doi]

Optimal transmission scheduling for remote state estimation in CPSs with energy harvesting two-hop relay networksWei Xing, Xudong Zhao 0001, Tamer Basar, Weiguo Xia. automatica, 152:110963, June 2023. [doi]

Decentralized LQG Control With $d$-Step Delayed Information Sharing PatternJuanjuan Xu, Huanshui Zhang, Tamer Basar. tac, 68(1):604-611, 2023. [doi]

Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample ComplexityKaiqing Zhang, Sham M. Kakade, Tamer Basar, Lin F. Yang. jmlr, 24, 2023. [doi]

Revisiting LQR Control From the Perspective of Receding-Horizon Policy GradientXiangyuan Zhang, Tamer Basar. csysl, 7:1664-1669, 2023. [doi]

Learning the Kalman Filter with Fine-Grained Sample ComplexityXiangyuan Zhang, Bin Hu, Tamer Basar. amcc 2023: 4549-4554 [doi]

Global Convergence of Policy Gradient Primal-Dual Methods for Risk-Constrained LQRsFeiran Zhao, Keyou You, Tamer Basar. tac, 68(5):2934-2949, May 2023. [doi]

2022

Distributed adaptive Newton methods with global superlinear convergenceJiaqi Zhang 0001, Keyou You, Tamer Basar. automatica, 138:110156, 2022. [doi]

Optimal Transport for a Class of Linear Quadratic Differential GamesDaniel Owusu Adu, Tamer Basar, Bahman Gharesifard. tac, 67(11):6287-6294, 2022. [doi]

Linear Quadratic Mean-Field Games with Communication ConstraintsShubham Aggarwal, Muhammad Aneeq uz Zaman, Tamer Basar. amcc 2022: 1323-1329 [doi]

Compartmental observability approach for the optimal transparency problem in multi-agent systemsSadegh Arefizadeh, Sadjaad Ozgoli, Sadegh Bolouki, Tamer Basar. automatica, 143:110398, 2022. [doi]

The Dissemination of Time-Varying Information over Networked Agents with GossipingMelih Bastopcu, S. Rasoul Etesami 0001, Tamer Basar. isit 2022: 934-939 [doi]

On the H-Property for Step-Graphons and Edge PolytopesMohamed-Ali Belabbas, Xudong Chen 0002, Tamer Basar. csysl, 6:1766-1771, 2022. [doi]

The H-property of Line GraphonsMohamed-Ali Belabbas, Xudong Chen 0002, Tamer Basar. ascc 2022: 953-958 [doi]

Approximate Testing in Uncertain Epidemic ProcessesXiaoqi Bi, Erik Miehling, Carolyn L. Beck, Tamer Basar. cdc 2022: 4339-4344 [doi]

Decentralized Online Convex Optimization With Feedback DelaysXuanyu Cao, Tamer Basar. tac, 67(6):2889-2904, 2022. [doi]

Distributed Constrained Online Convex Optimization Over Multiple Access Fading ChannelsXuanyu Cao, Tamer Basar. tsp, 70:3468-3483, 2022. [doi]

Communication-Efficient Policy Gradient Methods for Distributed Reinforcement LearningTianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar. tcns, 9(2):917-929, 2022. [doi]

Convergence and optimality of policy gradient primal-dual method for constrained Markov decision processesDongsheng Ding, Kaiqing Zhang, Tamer Basar, Mihailo R. Jovanovic. amcc 2022: 2851-2856 [doi]

On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement LearningWeichao Mao, Lin Yang 0011, Kaiqing Zhang, Tamer Basar. icml 2022: 15007-15049 [doi]

A Mean-Field Game Approach to Cloud Resource Management with Function ApproximationWeichao Mao, Haoran Qiu, Chen Wang 0039, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar. nips 2022: [doi]

Dynamic Programming and a Verification Theorem for the Recursive Stochastic Control Problem of Jump-Diffusion Models With Random CoefficientsJun Moon, Tamer Basar. tac, 67(12):6474-6488, 2022. [doi]

Modeling Presymptomatic Spread in Epidemics via Mean-Field GamesSukru Yagiz Olmez, Shubham Aggarwal, Jin Won Kim, Erik Miehling, Tamer Basar, Matthew West 0001, Prashant G. Mehta. amcc 2022: 3648-3655 [doi]

How does a Rational Agent Act in an Epidemic?Sukru Yagiz Olmez, Shubham Aggarwal, Jin Won Kim, Erik Miehling, Tamer Basar, Matthew West 0001, Prashant G. Mehta. cdc 2022: 5536-5543 [doi]

Fixed-Time Seeking and Tracking of Time-Varying Nash Equilibria in Noncooperative GamesJorge I. Poveda, Miroslav Krstic, Tamer Basar. amcc 2022: 794-799 [doi]

SIMPPO: a scalable and incremental online learning framework for serverless resource managementHaoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer. CLOUD 2022: 306-322 [doi]

Reinforcement learning for resource management in multi-tenant serverless platformsHaoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer. eurosys 2022: 20-28 [doi]

Bayesian Persuasion With State-Dependent Quadratic Cost MeasuresMuhammed O. Sayin, Tamer Basar. tac, 67(3):1241-1252, 2022. [doi]

Fully asynchronous policy evaluation in distributed reinforcement learning over networksXingyu Sha, Jiaqi Zhang 0001, Keyou You, Kaiqing Zhang, Tamer Basar. automatica, 136:110092, 2022. [doi]

Rate-Distortion Theory for Strategic Semantic CommunicationYong Xiao, Xu Zhang, Yingyu Li, Guangming Shi, Tamer Basar. itw 2022: 279-284 [doi]

Security Investment in Cyber-Physical Systems: Stochastic Games With Asymmetric Information and Resource-Constrained PlayersWei Xing, Xudong Zhao 0001, Tamer Basar, Weiguo Xia. tac, 67(10):5384-5391, 2022. [doi]

Networked Competitive Multi-Virus SIR ModelCiyuan Zhang, Sebin Gracy, Tamer Basar, Philip E. Paré. amcc 2022: 3348 [doi]

Asynchronous Networked Aggregative GamesRongping Zhu, Jiaqi Zhang 0001, Keyou You, Tamer Basar. automatica, 136:110054, 2022. [doi]

2021

Reputation and Pricing Dynamics in Online MarketsQian Ma 0002, Jianwei Huang, Tamer Basar, Ji Liu 0001, Xudong Chen 0002. ton, 29(4):1745-1759, 2021. [doi]

On Spectral Properties of Signed Laplacians With Connections to Eventual PositivityWei Chen 0047, Dan Wang, Ji Liu 0001, Yongxin Chen, Sei Zhen Khong, Tamer Basar, Karl Henrik Johansson, Li Qiu 0001. tac, 66(5):2177-2190, 2021. [doi]

A Game-Theoretic Framework for Multiperiod-Multicompany Demand Response Management in the Smart GridKhaled Alshehri, Ji Liu 0001, Xudong Chen, Tamer Basar. tcst, 29(3):1019-1034, 2021. [doi]

Robust Designs Through Risk Sensitivity: An OverviewTamer Basar. jossac, 34(5):1634-1665, 2021. [doi]

Zero-sum differential games on the Wasserstein spaceTamer Basar, Jun Moon. cominfsys, 21(2):219-251, 2021. [doi]

Semiparametric Information State Embedding for Policy Search under Imperfect InformationSujay Bhatt, Weichao Mao, Alec Koppel, Tamer Basar. cdc 2021: 4501-4506 [doi]

Decentralized online convex optimization based on signs of relative statesXuanyu Cao, Tamer Basar. automatica, 129:109676, 2021. [doi]

Decentralized Online Convex Optimization With Event-Triggered CommunicationsXuanyu Cao, Tamer Basar. tsp, 69:284-299, 2021. [doi]

Dynamic Contract Design for Systemic Cyber Risk Management of Interdependent Enterprise NetworksJuntao Chen, Quanyan Zhu, Tamer Basar. dga, 11(2):294-325, 2021. [doi]

Discrete-Time Linear-Quadratic Regulation via Optimal TransportMathias Hudoba de Badyn, Erik Miehling, Dylan Janak, Behçet Açikmese, Mehran Mesbahi, Tamer Basar, John Lygeros, Roy S. Smith. cdc 2021: 3060-3065 [doi]

Optimization of Web Service-Based Data-Collection System With Smart Sensor Nodes for Balance Between Network Traffic and Sensing AccuracyChen Hou, Qianchuan Zhao, Tamer Basar. tase, 18(4):2022-2034, 2021. [doi]

Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement LearningSongtao Lu, Kaiqing Zhang, Tianyi Chen, Tamer Basar, Lior Horesh. AAAI 2021: 8767-8775 [doi]

Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPsWeichao Mao, Kaiqing Zhang, Ruihao Zhu, David Simchi-Levi, Tamer Basar. icml 2021: 7447-7458 [doi]

Nash Equilibrium Seeking in Quadratic Noncooperative Games Under Two Delayed Information-Sharing SchemesTiago Roux Oliveira, Victor Hugo Pereira Rodrigues, Miroslav Krstic, Tamer Basar. jota, 191(2):700-735, 2021. [doi]

Nash Equilibrium Seeking with Players Acting Through Heat PDE DynamicsTiago Roux Oliveira, Victor Hugo Pereira Rodrigues, Miroslav Krstic, Tamer Basar. amcc 2021: 684-689 [doi]

Nash Equilibrium Seeking in Heterogeneous Noncooperative Games with Players Acting Through Heat PDE Dynamics and DelaysTiago Roux Oliveira, Victor Hugo Pereira Rodrigues, Miroslav Krstic, Tamer Basar. cdc 2021: 1167-1173 [doi]

A Data-Informed Approach for Analysis, Validation, and Identification of COVID-19 ModelsSukru Yagiz Olmez, Jameson Mori, Erik Miehling, Tamer Basar, Rebecca L. Smith, Matthew West, Prashant G. Mehta. amcc 2021: 3138-3144 [doi]

Multi-competitive viruses over time-varying networks with mutations and human awarenessPhilip E. Paré, Ji Liu 0001, Carolyn L. Beck, Angelia Nedic, Tamer Basar. automatica, 123:109330, 2021. [doi]

Erratum to "Analysis, Identification, and Validation of Discrete-Time Epidemic Processes"Philip E. Paré, Ji Liu 0001, Carolyn L. Beck, Barrett E. Kirwan, Tamer Basar. tcst, 29(2):934-935, 2021. [doi]

Sampled-Data Nash Equilibria in Differential Games with Impulse ControlsUtsav Sadana, Puduru Viswanadha Reddy, Tamer Basar, Georges Zaccour. jota, 190(3):999-1022, 2021. [doi]

Policy-Dependent and Policy-Independent Static Reduction of Stochastic Dynamic Teams and Games and Fragility of Equivalence PropertiesSina Sanjari, Tamer Basar, Serdar Yüksel. cdc 2021: 6231-6236 [doi]

Persuasion-Based Robust Sensor Design Against Attackers With Unknown Control ObjectivesMuhammed O. Sayin, Tamer Basar. tac, 66(10):4589-4603, 2021. [doi]

Decentralized Q-learning in Zero-sum Markov GamesMuhammed O. Sayin, Kaiqing Zhang, David S. Leslie, Tamer Basar, Asuman E. Ozdaglar. nips 2021: 18320-18334 [doi]

Adversarial Linear-Quadratic Mean-Field Games over MultigraphsMuhammad Aneeq uz Zaman, Sujay Bhatt, Tamer Basar. cdc 2021: 209-214 [doi]

L2-gain analysis for dynamic event-triggered networked control systems with packet losses and quantizationChunyu Wu, Xudong Zhao 0001, Weiguo Xia, Ji Liu 0001, Tamer Basar. automatica, 129:109587, 2021. [doi]

Stackelberg solution for a two-agent rational expectations modelJuanjuan Xu, Huanshui Zhang, Tamer Basar. automatica, 129:109601, 2021. [doi]

Decentralized multi-agent reinforcement learning with networked agents: recent advancesKaiqing Zhang, Zhuoran Yang, Tamer Basar. jzusc, 22(6):802-814, 2021. [doi]

Finite-Sample Analysis for Decentralized Batch Multiagent Reinforcement Learning With Networked AgentsKaiqing Zhang, Zhuoran Yang, Han Liu 0001, Tong Zhang 0001, Tamer Basar. tac, 66(12):5925-5940, 2021. [doi]

∞ Robustness Guarantee: Implicit Regularization and Global ConvergenceKaiqing Zhang, Bin Hu, Tamer Basar. siamco, 59(6):4081-4109, 2021. [doi]

Derivative-Free Policy Optimization for Linear Risk-Sensitive and Robust Control Design: Implicit Regularization and Sample ComplexityKaiqing Zhang, Xiangyuan Zhang, Bin Hu, Tamer Basar. nips 2021: 2949-2964 [doi]

Infinite-horizon Risk-constrained Linear Quadratic Regulator with Average CostFeiran Zhao, Keyou You, Tamer Basar. cdc 2021: 390-395 [doi]

2020

Achieving Globally Superlinear Convergence for Distributed Optimization with Adaptive Newton MethodJiaqi Zhang 0001, Keyou You, Tamer Basar. cdc 2020: 2329-2334 [doi]

Streisand Games on Complex Social NetworksSujay Bhatt, Tamer Basar. cdc 2020: 1122-1127 [doi]

Natural Policy Gradient Primal-Dual Method for Constrained Markov Decision ProcessesDongsheng Ding, Kaiqing Zhang, Tamer Basar, Mihailo R. Jovanovic. nips 2020: [doi]

Information State Embedding in Partially Observable Cooperative Multi-Agent Reinforcement LearningWeichao Mao, Kaiqing Zhang, Erik Miehling, Tamer Basar. cdc 2020: 6124-6131 [doi]

Secure Contingency Prediction and Response for Cyber-Physical SystemsErik Miehling, Cedric Langbort, Tamer Basar. ccta 2020: 998-1003 [doi]

Modeling, estimation, and analysis of epidemics over networks: An overviewPhilip E. Paré, Carolyn L. Beck, Tamer Basar. arc, 50:345-360, 2020. [doi]

Approximate Markov-Nash Equilibria for Discrete-Time Risk-Sensitive Mean-Field GamesNaci Saldi, Tamer Basar, Maxim Raginsky. mor, 45(4):1596-1620, 2020. [doi]

Approximate Equilibrium Computation for Discrete-Time Linear-Quadratic Mean-Field GamesMuhammad Aneeq uz Zaman, Kaiqing Zhang, Erik Miehling, Tamer Basar. amcc 2020: 333-339 [doi]

Secure Discrete-Time Linear-Quadratic Mean-Field GamesMuhammad Aneeq uz Zaman, Sujay Bhatt, Tamer Basar. GameSec 2020: 203-222 [doi]

Reinforcement Learning in Non-Stationary Discrete-Time Linear-Quadratic Mean-Field GamesMuhammad Aneeq uz Zaman, Kaiqing Zhang, Erik Miehling, Tamer Basar. cdc 2020: 2278-2284 [doi]

Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal PoliciesKaiqing Zhang, Alec Koppel, Hao Zhu 0001, Tamer Basar. siamco, 58(6):3586-3612, 2020. [doi]

Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample ComplexityKaiqing Zhang, Sham M. Kakade, Tamer Basar, Lin F. Yang. nips 2020: [doi]

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