Dileep M. Kalathil

74 papers A* 4A 2B 4C 3Journal 44Unranked 17

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Bridging Distributionally Robust Learning and Offline RL: An Approach to Mitigate Distribution Shift and Partial Data Coverage. CoRR Kishan Panaganti, Zaiyan Xu, Dileep M. Kalathil, Mohammad Ghavamzadeh
2022	J	`jnl`	Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning. CoRR Ruida Zhou, Tao Liu, Dileep M. Kalathil, P. R. Kumar, Chao Tian
2022	J	`jnl`	Decoupled Data-Based Approach for Learning to Control Nonlinear Dynamical Systems. IEEE Trans. Autom. Control. Ran Wang, Karthikeya S. Parunandi, Dan Yu, Dileep M. Kalathil, Suman Chakravorty
2022	J	`jnl`	Distributed Learning of Neural Lyapunov Functions for Large-Scale Networked Dissipative Systems. CoRR Amit Jena, Tong Huang, S. Sivaranjani, Dileep M. Kalathil, Le Xie
2022	J	`jnl`	Intelligent Vision-based Autonomous Ship Landing of VTOL UAVs. CoRR Bochan Lee, Vishnu Saj, Moble Benedict, Dileep M. Kalathil
2022	J	`jnl`	Meta-Learning Online Control for Linear Dynamical Systems. CoRR Deepan Muthirayan, Dileep M. Kalathil, Pramod P. Khargonekar
2022	—	`conf`	PyProD: A Machine Learning-Friendly Platform for Protection Analytics in Distribution Systems. HICSS Dongqi Wu, Dileep M. Kalathil, Miroslav M. Begovic, Le Xie
2022	A*	`conf`	Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration. ICLR Desik Rengarajan, Gargi Vaidya, Akshay Sarvesh, Dileep M. Kalathil, Srinivas Shakkottai
2022	J	`jnl`	Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration. CoRR Desik Rengarajan, Gargi Vaidya, Akshay Sarvesh, Dileep M. Kalathil, Srinivas Shakkottai
2022	J	`jnl`	Robust Reinforcement Learning Algorithm for Vision-based Ship Landing of UAVs. CoRR Vishnu Saj, Bochan Lee, Dileep M. Kalathil, Moble Benedict
2022	J	`jnl`	Robust Reinforcement Learning using Offline Data. CoRR Kishan Panaganti, Zaiyan Xu, Dileep M. Kalathil, Mohammad Ghavamzadeh
2022	A*	`conf`	Safe Online Convex Optimization with Unknown Linear Safety Constraints. AAAI Sapana Chaudhary, Dileep M. Kalathil
2022	A	`conf`	Sample Complexity of Robust Reinforcement Learning with a Generative Model. AISTATS Kishan Panaganti, Dileep M. Kalathil
2022	J	`jnl`	The Impact of Heavy-Duty Vehicle Electrification on Large Power Grids: a Synthetic Texas Case Study. CoRR Rayan El Helou, S. Sivaranjani, Dileep M. Kalathil, Andrew Schaper, Le Xie
2021	J	`jnl`	Bounded Regret for Finitely Parameterized Multi-Armed Bandits. IEEE Control. Syst. Lett. Kishan Panaganti, Dileep M. Kalathil
2021	—	`conf`	Distributed Learning-based Stability Assessment for Large Scale Networks of Dissipative Systems. CDC Amit Jena, Tong Huang, S. Sivaranjani, Dileep M. Kalathil, Le Xie
2021	A*	`conf`	Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs. AAAI Aria HasanzadeZonuzy, Archana Bura, Dileep M. Kalathil, Srinivas Shakkottai
2021	A*	`conf`	Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision Processes. IJCAI Aria HasanzadeZonuzy, Dileep M. Kalathil, Srinivas Shakkottai
2021	J	`jnl`	Online Learning for Receding Horizon Control with Provable Regret Guarantees. CoRR Deepan Muthirayan, Jianjun Yuan, Dileep M. Kalathil, Pramod P. Khargonekar
2021	J	`jnl`	Online Robust Control of Linear Dynamical Systems with Prediction. CoRR Deepan Muthirayan, Dileep M. Kalathil, Pramod P. Khargonekar
2021	J	`jnl`	PyProD: A Machine Learning-Friendly Platform for Protection Analytics in Distribution Systems. CoRR Dongqi Wu, Dileep M. Kalathil, Miroslav Begovic, Le Xie
2021	A	`conf`	Reinforcement Learning for Mean Field Games with Strategic Complementarities. AISTATS Ki-Yeob Lee, Desik Rengarajan, Dileep M. Kalathil, Srinivas Shakkottai
2021	J	`jnl`	Safe Exploration for Constrained Reinforcement Learning with Provable Guarantees. CoRR Archana Bura, Aria HasanzadeZonuzy, Dileep M. Kalathil, Srinivas Shakkottai, Jean-François Chamberland
2021	J	`jnl`	Selling Demand Response Using Options. IEEE Trans. Smart Grid Deepan Muthirayan, Dileep M. Kalathil, Sen Li, Kameshwar Poolla, Pravin Varaiya
2020	J	`jnl`	Bounded Regret for Finitely Parameterized Multi-Armed Bandits. CoRR Kishan Panaganti, Dileep M. Kalathil
2020	—	`conf`	Communication-free Voltage Regulation in Distribution Networks with Deep PV Penetration. HICSS Rayan El Helou, Dileep M. Kalathil, Le Xie
2020	J	`jnl`	D2C 2.0: Decoupled Data-Based Approach for Learning to Control Stochastic Nonlinear Systems via Model-Free ILQR. CoRR Karthikeya S. Parunandi, Aayushman Sharma, Suman Chakravorty, Dileep M. Kalathil
2020	J	`jnl`	Deep Reinforcement Learning-Based Robust Protection in Electric Distribution Grids. CoRR Dongqi Wu, Dileep M. Kalathil, Le Xie
2020	J	`jnl`	Fully Decentralized Reinforcement Learning-based Control of Photovoltaics in Distribution Grids for Joint Provision of Real and Reactive Power. CoRR Rayan El Helou, Dileep M. Kalathil, Le Xie
2020	J	`jnl`	Learning Trembling Hand Perfect Mean Field Equilibrium for Dynamic Mean Field Games. CoRR Ki-Yeob Lee, Desik Rengarajan, Dileep M. Kalathil, Srinivas Shakkottai
2020	J	`jnl`	Learning to Cache and Caching to Learn: Regret Analysis of Caching Algorithms. CoRR Archana Bura, Desik Rengarajan, Dileep M. Kalathil, Srinivas Shakkottai, Jean-François Chamberland-Tremblay
2020	J	`jnl`	Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs. CoRR Aria HasanzadeZonuzy, Dileep M. Kalathil, Srinivas Shakkottai
2020	J	`jnl`	Mechanism Design for Demand Response Programs. IEEE Trans. Smart Grid Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
2020	J	`jnl`	Model-Free Robust Reinforcement Learning with Linear Function Approximation. CoRR Kishan Panaganti, Dileep M. Kalathil
2020	J	`jnl`	On the Search for Feedback in Reinforcement Learning. CoRR Ran Wang, Karthikeya S. Parunandi, Dan Yu, Dileep M. Kalathil, Suman Chakravorty
2020	B	`conf`	Reinforcement Learning for Multi-Hop Scheduling and Routing of Real-Time Flows. WiOpt Aria HasanzadeZonuzy, Dileep M. Kalathil, Srinivas Shakkottai
2019	—	`conf`	A Market for Retail Electric Provider Based Demand Response. CDC Bainan Xia, Ki-Yeob Lee, Srinivas Shakkottai, Dileep M. Kalathil
2019	J	`jnl`	Decoupled Data Based Approach for Learning to Control Nonlinear Dynamical Systems. CoRR Ran Wang, Karthikeya S. Parunandi, Dan Yu, Dileep M. Kalathil, Suman Chakravorty
2019	J	`jnl`	Estimating Phase Duration for SPaT Messages. IEEE Trans. Intell. Transp. Syst. Shahana Ibrahim, Dileep M. Kalathil, René Osorio Sanchez, Pravin Varaiya
2019	—	`conf`	Nested Reinforcement Learning Based Control for Protective Relays in Power Distribution Systems. CDC Dongqi Wu, Xiangtian Zheng, Dileep M. Kalathil, Le Xie
2019	J	`jnl`	Nested Reinforcement Learning Based Control for Protective Relays in Power Distribution Systems. CoRR Dongqi Wu, Xiangtian Zheng, Dileep M. Kalathil, Le Xie
2019	B	`conf`	QFlow: A Reinforcement Learning Approach to High QoE Video Streaming over Wireless Networks. MobiHoc Rajarshi Bhattacharyya, Archana Bura, Desik Rengarajan, Mason Rumuly, Srinivas Shakkottai, Dileep M. Kalathil, Ricky K. P. Mok, Amogh Dhamdhere
2019	J	`jnl`	QFlow: A Reinforcement Learning Approach to High QoE Video Streaming over Wireless Networks. CoRR Rajarshi Bhattacharyya, Archana Bura, Desik Rengarajan, Mason Rumuly, Srinivas Shakkottai, Dileep M. Kalathil, Ricky K. P. Mok, Amogh Dhamdhere
2019	—	`conf`	Reducing Time Headway in Homogeneous CACC Vehicle Platoons in the Presence of Packet Drops. ECC Vamsi K. Vegamoor, Dileep M. Kalathil, Sivakumar Rathinam, Swaroop Darbha
2019	J	`jnl`	Selling Demand Response Using Options. CoRR Deepan Muthirayan, Dileep M. Kalathil, Sen Li, Kameshwar Poolla, Pravin Varaiya
2019	J	`jnl`	The Sharing Economy for the Electricity Storage. IEEE Trans. Smart Grid Dileep M. Kalathil, Chenye Wu, Kameshwar Poolla, Pravin Varaiya
2018	—	`conf`	Baseline Estimation and Scheduling for Demand Response. CDC Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
2018	J	`jnl`	On Regret-Optimal Learning in Decentralized Multiplayer Multiarmed Bandits. IEEE Trans. Control. Netw. Syst. Naumaan Nayyar, Dileep M. Kalathil, Rahul Jain
2018	J	`jnl`	Optimal Decentralized Control With Asymmetric One-Step Delayed Information Sharing. IEEE Trans. Control. Netw. Syst. Naumaan Nayyar, Dileep M. Kalathil, Rahul Jain
2018	—	`conf`	The Sharing Economy for Residential Solar Generation. CDC Rodrigo Henriquez-Auba, Patricia Pauli, Dileep M. Kalathil, Duncan S. Callaway, Kameshwar Poolla
2017	J	`jnl`	Approachability in Stackelberg Stochastic Games with Vector Costs. Dyn. Games Appl. Dileep M. Kalathil, Vivek S. Borkar, Rahul Jain
2017	J	`jnl`	Mechanism Design for Demand Response Programs. CoRR Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
2016	J	`jnl`	Empirical Dynamic Programming. Math. Oper. Res. William B. Haskell, Rahul Jain, Dileep M. Kalathil
2016	C	`conf`	Mechanism design for self-reporting baselines in Demand Response. ACC Deepan Muthirayan, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
2016	—	`conf`	Sharing electricity storage. CDC Chenye Wu, Dileep M. Kalathil, Kameshwar Poolla, Pravin Varaiya
2016	J	`jnl`	The Sharing Economy for the Smart Grid. CoRR Dileep M. Kalathil, Chenye Wu, Kameshwar Poolla, Pravin Varaiya
2015	—	`conf`	Coordination of wind power and flexible load through demand response options. CDC Dai Wang, Dileep M. Kalathil, Kameshwar Poolla, Xiaohong Guan
2015	J	`jnl`	On Regret-Optimal Learning in Decentralized Multi-player Multi-armed Bandits. CoRR Naumaan Nayyar, Dileep M. Kalathil, Rahul Jain
2015	—	`conf`	Online learning for demand response. Allerton Dileep M. Kalathil, Ram Rajagopal
2014	J	`jnl`	A Learning Scheme for Approachability in MDPs and Stackelberg Stochastic Games. CoRR Dileep M. Kalathil, Vivek S. Borkar, Rahul Jain
2014	—	`conf`	Blackwell's approachability in stackelberg stochastic games: A learning version. CDC Dileep M. Kalathil, Vivek S. Borkar, Rahul Jain
2014	J	`jnl`	Decentralized Learning for Multiplayer Multiarmed Bandits. IEEE Trans. Inf. Theory Dileep M. Kalathil, Naumaan Nayyar, Rahul Jain
2014	J	`jnl`	Empirical Q-Value Iteration. CoRR Dileep M. Kalathil, Vivek S. Borkar, Rahul Jain
2014	C	`conf`	Empirical Value Iteration for approximate dynamic programming. ACC William B. Haskell, Rahul Jain, Dileep M. Kalathil
2014	—	`conf`	Empirical policy iteration for approximate dynamic programming. CDC William B. Haskell, Rahul Jain, Dileep M. Kalathil
2014	C	`conf`	Optimal decentralized control in unidirectional one-step delayed sharing pattern with partial output feedback. ACC Naumaan Nayyar, Dileep M. Kalathil, Rahul Jain
2013	—	`conf`	Optimal decentralized control in unidirectional one-step delayed sharing pattern. Allerton Naumaan Nayyar, Dileep M. Kalathil, Rahul Jain
2013	J	`jnl`	Spectrum Sharing through Contracts for Cognitive Radios. IEEE Trans. Mob. Comput. Dileep M. Kalathil, Rahul Jain
2012	J	`jnl`	Decentralized Learning for Multi-player Multi-armed Bandits CoRR Dileep M. Kalathil, Naumaan Nayyar, Rahul Jain
2012	—	`conf`	Decentralized learning for multi-player multi-armed bandits. CDC Dileep M. Kalathil, Naumaan Nayyar, Rahul Jain
2012	B	`conf`	Incentives for cooperative relaying in a simple information-theoretic model. ISIT Dileep M. Kalathil, Rahul Jain
2012	—	`conf`	Multi-player multi-armed bandits: Decentralized learning with IID rewards. Allerton Conference Dileep M. Kalathil, Naumaan Nayyar, Rahul Jain
2010	B	`conf`	A contracts-based approach for spectrum sharing among cognitive radios. WiOpt Dileep M. Kalathil, Rahul Jain
2010	—	`conf`	Communication games on the generalized Gaussian relay channel. Allerton Dileep M. Kalathil, Rahul Jain