Decentralized learning for multiplayer multiarmed bandits D Kalathil, N Nayyar, R Jain IEEE Transactions on Information Theory 60 (4), 2331-2345, 2014 | 207 | 2014 |
The sharing economy for the electricity storage D Kalathil, C Wu, K Poolla, P Varaiya IEEE Transactions on Smart Grid 10 (1), 556-567, 2017 | 159* | 2017 |
Empirical dynamic programming WB Haskell, R Jain, D Kalathil Mathematics of Operations Research 41 (2), 402-429, 2016 | 64 | 2016 |
On regret-optimal learning in decentralized multiplayer multiarmed bandits N Nayyar, D Kalathil, R Jain IEEE Transactions on Control of Network Systems 5 (1), 597-606, 2016 | 62 | 2016 |
Mechanism design for demand response programs D Muthirayan, D Kalathil, K Poolla, P Varaiya IEEE Transactions on Smart Grid 11 (1), 61-73, 2019 | 56 | 2019 |
Spectrum sharing through contracts for cognitive radios DM Kalathil, R Jain IEEE Transactions on Mobile Computing 12 (10), 1999-2011, 2012 | 39 | 2012 |
Methods and systems for interference mitigation KK Kuchi, DKM Jeniston, V Ramaswamy, B Dhivagar, K Giridhar, ... US Patent 8,902,831, 2014 | 34 | 2014 |
Precoding for single transmission streams in multiple antenna systems KK Kuchi, DKM Jeniston, V Ramaswamy, B Dhivagar, K Giridhar, ... US Patent 9,225,575, 2015 | 33 | 2015 |
QFlow: A reinforcement learning approach to high QoE video streaming over wireless networks R Bhattacharyya, A Bura, D Rengarajan, M Rumuly, S Shakkottai, ... Proceedings of the twentieth ACM international symposium on mobile ad hoc …, 2019 | 32 | 2019 |
Precoding for multiple transmission streams in multiple antenna systems KK Kuchi, DKM Jeniston, V Ramaswamy, B Dhivagar, K Giridhar, ... US Patent 8,699,446, 2014 | 30 | 2014 |
Estimating phase duration for SPaT messages S Ibrahim, D Kalathil, RO Sanchez, P Varaiya IEEE Transactions on Intelligent Transportation Systems 20 (7), 2668-2676, 2018 | 26 | 2018 |
Pilot aided data transmission and reception with interference mitigation in wireless systems KK Kuchi, JDK Milleth, V Ramaswamy, B Dhivagar, DM Kalathil, ... US Patent 9,030,992, 2015 | 26 | 2015 |
Online learning for demand response D Kalathil, R Rajagopal 2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015 | 24 | 2015 |
Optimal decentralized control with asymmetric one-step delayed information sharing N Nayyar, D Kalathil, R Jain IEEE Transactions on Control of Network Systems 5 (1), 653-663, 2016 | 22 | 2016 |
Spectrum sharing through contracts DM Kalathil, R Jain 2010 IEEE Symposium on New Frontiers in Dynamic Spectrum (DySPAN), 1-9, 2010 | 22 | 2010 |
Mechanism design for self-reporting baselines in demand response D Muthirayan, D Kalathil, K Poolla, P Varaiya 2016 American Control Conference (ACC), 1446-1451, 2016 | 20 | 2016 |
Nested Reinforcement Learning Based Control for Protective Relays in Power Distribution Systems D Wu, X Zheng, D Kalathil, L Xie 2019 IEEE 58th Conference on Decision and Control (CDC), 2019 | 17 | 2019 |
Learning policies with zero or bounded constraint violation for constrained mdps T Liu, R Zhou, D Kalathil, P Kumar, C Tian Advances in Neural Information Processing Systems 34, 17183-17193, 2021 | 15 | 2021 |
Learning with safety constraints: Sample complexity of reinforcement learning for constrained mdps A HasanzadeZonuzy, DM Kalathil, S Shakkottai Proceedings of the AAAI Conference on Artificial Intelligence, 2021 | 15 | 2021 |
Empirical Q-Value Iteration D Kalathil, VS Borkar, R Jain Stochastic Systems 11 (1), 1-18, 2021 | 13* | 2021 |