@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120098,
    title ="Convergence Rates for Localized Actor-Critic in Networked Markov Potential Games",
    author = "Zhou, Zhaoyi and Chen, Zaiwei and Lin, Yiheng and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "March",
    year = "2023",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204018535",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120097,
    title ="A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games",
    author = "Chen, Zaiwei and Zhang, Kaiqing and Mazumdar, Eric and Ozdaglar, Asuman and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "March",
    year = "2023",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204015123",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120096,
    title ="Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning",
    author = "Zhang, Yizhou and Qu, Guannan and Xu, Pan and Lin, Yiheng and Chen, Zaiwei and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "November",
    year = "2022",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204011712",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120095,
    title ="The Online Knapsack Problem with Departures",
    author = "Sun, Bo and Yang, Lin and Hajiesmaili, Mohammad and Wierman, Adam and Lui, John C. S. and Towsley, Don and Tsang, Danny H. K.",
    journal = "arXiv",
    
    
    
    month = "September",
    year = "2022",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204008302",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/120094,
    title ="Chasing Convex Bodies and Functions with Black-Box Advice",
    author = "Christianson, Nicolas and Handina, Tinashe and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2022",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204004873",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/115581,
    title ="KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Dynamical Systems",
    author = "Lale, Sahin and Shi, Yuanyuan and Qu, Guannan and Azizzadenesheli, Kamyar and Wierman, Adam and Anandkumar, Anima",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2022",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220714-212504090",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113737,
    title ="On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory",
    author = "Hu, Yang and Wierman, Adam and Qu, Guannan",
    journal = "arXiv",
    
    
    
    month = "February",
    year = "2022",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172355155",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113736,
    title ="Price Cycles in Ridesharing Platforms",
    author = "Yu, Chenkai and Ma, Hongyao and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "February",
    year = "2022",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172351810",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113734,
    title ="Online Optimization with Untrusted Predictions",
    author = "Rutten, Daan and Christianson, Nicolas and Mukherjee, Debankur and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "February",
    year = "2022",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172345101",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113732,
    title ="Stability Constrained Reinforcement Learning for Real-Time Voltage Control",
    author = "Shi, Yuanyuan and Qu, Guannan and Low, Steven and Anandkumar, Anima and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "September",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172338061",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113731,
    title ="Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems",
    author = "Sun, Bo and Lee, Russell and Hajiesmaili, Mohammad and Wierman, Adam and Tsang, Danny H. K.",
    journal = "arXiv",
    
    
    
    month = "September",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172334654",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109905,
    title ="Perturbation-based Regret Analysis of Predictive Control in Linear Time Varying Systems",
    author = "Lin, Yiheng and Hu, Yang and Sun, Haoyuan and Shi, Guanya and Qu, Guannan and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210716-225843457",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/110648,
    title ="Trading Throughput for Freshness: Freshness-Aware Traffic Engineering and In-Network Freshness Control",
    author = "Tseng, Shih-Hao and Han, SooJean and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210831-203907839",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109904,
    title ="A Spectral Representation of Power Systems with Applications to Adaptive Grid Partitioning and Cascading Failure Localization",
    author = "Zocca, Alessandro and Liang, Chen and Guo, Linqi and Low, Steven H. and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "May",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210716-225840003",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106583,
    title ="Competitive Control with Delayed Imperfect Information",
    author = "Yu, Chenkai and Shi, Guanya and Chung, Soon-Jo and Yue, Yisong and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "October",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201110-082106076",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/104237,
    title ="Real-time Flexibility Feedback for Closed-loop Aggregator and System Operator Coordination",
    author = "Li, Tongxin and Low, Steven H. and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-095020631",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/104236,
    title ="The Power of Predictions in Online Control",
    author = "Yu, Chenkai and Shi, Guanya and Chung, Soon-Jo and Yue, Yisong and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-094715120",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/104239,
    title ="Combining Model-Based and Model-Free Methods for Nonlinear Control: A Provably Convergent Policy Gradient Approach",
    author = "Qu, Guannan and Yu, Chenkai and Low, Steven and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-095652399",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/106067,
    title ="Distributed Reinforcement Learning in Multi-Agent Networked Systems",
    author = "Lin, Yiheng and Qu, Guannan and Huang, Longbo and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201014-143549786",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/104238,
    title ="Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward",
    author = "Qu, Guannan and Lin, Yiheng and Wierman, Adam and Li, Na",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-095349805",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/104241,
    title ="Localization & Mitigation of Cascading Failures in Power Systems, Part III: Real-time Mitigation",
    author = "Guo, Linqi and Liang, Chen and Zocca, Alessandro and Low, Steven H. and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "May",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-100438853",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/103474,
    title ="Communication-Aware Scheduling of Precedence-Constrained Tasks on Related Machines",
    author = "Su, Yu and Ren, Xiaoqi and Vardi, Shai and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "April",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200526-151456655",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/101303,
    title ="Online Optimization with Memory and Competitive Control",
    author = "Shi, Guanya and Lin, Yiheng and Chung, Soon-Jo and Yue, Yisong and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "February",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200214-105606928",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/101300,
    title ="Finite-Time Analysis of Asynchronous Stochastic Approximation and Q-Learning",
    author = "Qu, Guannan and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "February",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200214-105555380",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/101299,
    title ="Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems",
    author = "Qu, Guannan and Wierman, Adam and Li, Na",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200214-105551932",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/96749,
    title ="Buy or Sell? Energy Sharing of Prosumers on Constrained Networks",
    author = "Chen, Yue and Mei, Shengwei and Wei, Wei and Low, Steven H. and Wierman, Adam and Liu, Feng",
    journal = "arXiv",
    
    
    
    month = "June",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190626-144159570",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/96789,
    title ="Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent",
    author = "Chen, Niangjun and Goel, Gautam and Wierman, Adam",
    journal = "arXiv",
    
    
    
    month = "March",
    year = "2018",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190627-130339504",
}
@misc {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65550,
    title ="The Complexity of Nash Equilibria as Revealed by Data",
    author = "Barman, Siddharth and Bhaskar, Umang and Echenique, Federico and Wierman, Adam",
    
    
    
    
    month = "September",
    year = "2014",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160321-140122265",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/53915,
    title ="The Cost of an Epidemic over a Complex Network: A Random Matrix Approach",
    author = "Bose, Subhonmesh and Bodine-Baron, Elizabeth and Hassibi, Babak and Wierman, Adam",
    
    
    
    
    month = "September",
    year = "2013",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150121-074956983",
}
@misc {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/79490,
    title ="Finding a Walrasian equilibrium is easy for a fixed number of agents",
    author = "Echenique, Federico and Wierman, Adam",
    
    
    number = "1354",
    
    month = "October",
    year = "2011",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170727-110237088",
}
@misc {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/20206,
    title ="A Revealed Preference Approach to Computational Complexity in Economics",
    author = "Echenique, Federico and Golovin, Daniel and Wierman, Adam",
    
    
    number = "1333",
    
    month = "September",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100928-150942227",
}