Dileep M. Kalathil
Affiliations: Texas A&M University, Department of Electrical and Computer Engineering, College Station, USA
According to our database^{1},
Dileep M. Kalathil
authored at least 77 papers
between 2009 and 2022.
Collaborative distances:
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Bibliography
2022
IEEE/ACM Trans. Netw., 2022
IEEE/ACM Trans. Netw., 2022
Decoupled DataBased Approach for Learning to Control Nonlinear Dynamical Systems.
IEEE Trans. Autom. Control., 2022
CoRR, 2022
Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Distributed Learning of Neural Lyapunov Functions for LargeScale Networked Dissipative Systems.
CoRR, 2022
AnchorChanging Regularized Natural Policy Gradient for MultiObjective Reinforcement Learning.
CoRR, 2022
The Impact of HeavyDuty Vehicle Electrification on Large Power Grids: a Synthetic Texas Case Study.
CoRR, 2022
CoRR, 2022
Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration.
Proceedings of the Tenth International Conference on Learning Representations, 2022
PyProD: A Machine LearningFriendly Platform for Protection Analytics in Distribution Systems.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
MultiAgent Learning via Markov Potential Games in Marketplaces for Distributed Energy Resources.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the ThirtySixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Smart Grid, 2021
IEEE Control. Syst. Lett., 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
ModelBased Reinforcement Learning for InfiniteHorizon Discounted Constrained Markov Decision Processes.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Robust Reinforcement Learning using Least Squares Policy Iteration with Provable Performance Guarantees.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Distributed Learningbased Stability Assessment for Large Scale Networks of Dissipative Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs.
Proceedings of the ThirtyFifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Smart Grid, 2020
A VisionBased Control Method for Autonomous Landing of Vertical Flight Aircraft On a Moving Platform Without Using GPS.
CoRR, 2020
Fully Decentralized Reinforcement Learningbased Control of Photovoltaics in Distribution Grids for Joint Provision of Real and Reactive Power.
CoRR, 2020
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs.
CoRR, 2020
Learning Trembling Hand Perfect Mean Field Equilibrium for Dynamic Mean Field Games.
CoRR, 2020
CoRR, 2020
Deep Reinforcement LearningBased Robust Protection in Electric Distribution Grids.
CoRR, 2020
CoRR, 2020
D2C 2.0: Decoupled DataBased Approach for Learning to Control Stochastic Nonlinear Systems via ModelFree ILQR.
CoRR, 2020
Proceedings of the 18th International Symposium on Modeling and Optimization in Mobile, 2020
Communicationfree Voltage Regulation in Distribution Networks with Deep PV Penetration.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
2019
IEEE Trans. Smart Grid, 2019
IEEE Trans. Intell. Transp. Syst., 2019
QFlow: A Reinforcement Learning Approach to High QoE Video Streaming over Wireless Networks.
Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019
Reducing Time Headway in Homogeneous CACC Vehicle Platoons in the Presence of Packet Drops.
Proceedings of the 17th European Control Conference, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Nested Reinforcement Learning Based Control for Protective Relays in Power Distribution Systems.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
2018
Optimal Decentralized Control With Asymmetric OneStep Delayed Information Sharing.
IEEE Trans. Control. Netw. Syst., 2018
IEEE Trans. Control. Netw. Syst., 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
Dyn. Games Appl., 2017
2016
Math. Oper. Res., 2016
CoRR, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 2016 American Control Conference, 2016
2015
CoRR, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
IEEE Trans. Inf. Theory, 2014
CoRR, 2014
CoRR, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Optimal decentralized control in unidirectional onestep delayed sharing pattern with partial output feedback.
Proceedings of the American Control Conference, 2014
Proceedings of the American Control Conference, 2014
2013
IEEE Trans. Mob. Comput., 2013
Proceedings of the 51st Annual Allerton Conference on Communication, 2013
2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2010
Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, AdHoc and Wireless Networks (WiOpt 2010), May 31, 2010
2009
Proceedings of IEEE International Conference on Communications, 2009