@other{https://resolver.caltech.edu/CaltechAUTHORS:20230316-204015123, title = "A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games", year = "2023", url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204015123", id = "record" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20230316-204011712, title = "Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning", year = "2023", url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204011712", id = "record" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20230316-204008302, title = "The Online Knapsack Problem with Departures", year = "2023", url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204008302", id = "record" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20230316-204004873, title = "Chasing Convex Bodies and Functions with Black-Box Advice", year = "2023", url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204004873", id = "record" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20230316-204018535, title = "Convergence Rates for Localized Actor-Critic in Networked Markov Potential Games", year = "2023", url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204018535", id = "record" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220714-212504090, title = "KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Dynamical Systems", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220714-212504090", id = "record", doi = "10.48550/arXiv.arXiv.2206.01704" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220304-172338061, title = "Stability Constrained Reinforcement Learning for Real-Time Voltage Control", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172338061", id = "record", doi = "10.48550/arXiv.2109.14854" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220304-172351810, title = "Price Cycles in Ridesharing Platforms", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172351810", id = "record", doi = "10.48550/arXiv.arXiv.2202.07086" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220304-172345101, title = "Online Optimization with Untrusted Predictions", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172345101", id = "record", doi = "10.48550/arXiv.2202.03519" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220304-172355155, title = "On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172355155", id = "record", doi = "10.48550/arXiv.arXiv.2202.07187" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220304-172334654, title = "Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220304-172334654", id = "record", doi = "10.48550/arXiv.2109.01556" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210831-203907839, title = "Trading Throughput for Freshness: Freshness-Aware Traffic Engineering and In-Network Freshness Control", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210831-203907839", id = "record", doi = "10.48550/arXiv.2106.02156" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210716-225843457, title = "Perturbation-based Regret Analysis of Predictive Control in Linear Time Varying Systems", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210716-225843457", id = "record", doi = "10.48550/arXiv.2106.10497" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210716-225840003, title = "A Spectral Representation of Power Systems with Applications to Adaptive Grid Partitioning and Cascading Failure Localization", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210716-225840003", id = "record", doi = "10.48550/arXiv.2105.05234" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20201110-082106076, title = "Competitive Control with Delayed Imperfect Information", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20201110-082106076", id = "record", doi = "10.48550/arXiv.2010.11637" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20201014-143549786, title = "Distributed Reinforcement Learning in Multi-Agent Networked Systems", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20201014-143549786", id = "record", doi = "10.48550/arXiv.2006.06555" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200707-095020631, title = "Real-time Flexibility Feedback for Closed-loop Aggregator and System Operator Coordination", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-095020631", id = "record", doi = "10.48550/arXiv.2006.13814" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200707-095652399, title = "Combining Model-Based and Model-Free Methods for Nonlinear Control: A Provably Convergent Policy Gradient Approach", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-095652399", id = "record", doi = "10.48550/arXiv.2006.07476" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200707-100438853, title = "Localization \& Mitigation of Cascading Failures in Power Systems, Part III: Real-time Mitigation", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-100438853", id = "record", doi = "10.48550/arXiv.2005.11319" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200707-095349805, title = "Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-095349805", id = "record", doi = "10.48550/arXiv.2006.06626" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200707-094715120, title = "The Power of Predictions in Online Control", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-094715120", id = "record", doi = "10.48550/arXiv.2006.07569" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200526-151456655, title = "Communication-Aware Scheduling of Precedence-Constrained Tasks on Related Machines", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200526-151456655", id = "record", doi = "10.48550/arXiv.2004.14639" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200214-105555380, title = "Finite-Time Analysis of Asynchronous Stochastic Approximation and Q-Learning", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200214-105555380", id = "record", doi = "10.48550/arXiv.2002.00260" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200214-105551932, title = "Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200214-105551932", id = "record", doi = "10.48550/arXiv.1912.02906" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200214-105606928, title = "Online Optimization with Memory and Competitive Control", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200214-105606928", id = "record", doi = "10.48550/arXiv.2002.05318" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190627-130339504, title = "Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190627-130339504", id = "record", doi = "10.48550/arXiv.1803.10366" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190626-144159570, title = "Buy or Sell? Energy Sharing of Prosumers on Constrained Networks", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190626-144159570", id = "record", doi = "10.48550/arXiv.1906.09891" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20170727-110237088, title = "Finding a Walrasian equilibrium is easy for a fixed number of agents", year = "2017", url = "https://resolver.caltech.edu/CaltechAUTHORS:20170727-110237088", id = "record", doi = "10.7907/wwxc6-hbb24" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20160321-140122265, title = "The Complexity of Nash Equilibria as Revealed by Data", year = "2016", url = "https://resolver.caltech.edu/CaltechAUTHORS:20160321-140122265", id = "record", doi = "10.48550/arXiv.1311.2655" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20150121-074956983, title = "The Cost of an Epidemic over a Complex Network: A Random Matrix Approach", year = "2015", url = "https://resolver.caltech.edu/CaltechAUTHORS:20150121-074956983", id = "record", doi = "10.48550/arXiv.1309.2236" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20100928-150942227, title = "A Revealed Preference Approach to Computational Complexity in Economics", year = "2010", url = "https://resolver.caltech.edu/CaltechAUTHORS:20100928-150942227", id = "record", doi = "10.7907/cm0gg-20z31" }