| Geographical routing using partial information for wireless ad hoc networks R Jain, A Puri, R Sengupta IEEE Personal communications 8 (1), 48-57, 2001 | 637 | 2001 |
| Combinatorial network optimization with unknown variables: Multi-armed bandits with linear rewards and individual observations Y Gai, B Krishnamachari, R Jain IEEE/ACM Transactions on Networking 20 (5), 1466-1478, 2012 | 543 | 2012 |
| Learning multiuser channel allocations in cognitive radio networks: A combinatorial multi-armed bandit formulation Y Gai, B Krishnamachari, R Jain 2010 IEEE Symposium on New Frontiers in Dynamic Spectrum (DySPAN), 1-9, 2010 | 320 | 2010 |
| Risk-constrained Markov decision processes V Borkar, R Jain IEEE Transactions on Automatic Control 59 (9), 2574-2579, 2014 | 263 | 2014 |
| Decentralized learning for multiplayer multiarmed bandits D Kalathil, N Nayyar, R Jain IEEE Transactions on Information Theory 60 (4), 2331-2345, 2014 | 262 | 2014 |
| Learning unknown markov decision processes: A thompson sampling approach Y Ouyang, M Gagrani, A Nayyar, R Jain Advances in neural information processing systems 30, 2017 | 181 | 2017 |
| Model-free reinforcement learning in infinite-horizon average-reward markov decision processes CY Wei, MJ Jahromi, H Luo, H Sharma, R Jain International conference on machine learning, 10170-10180, 2020 | 147 | 2020 |
| An efficient Nash-implementation mechanism for network resource allocation R Jain, J Walrand Automatica 46 (8), 1276-1283, 2010 | 134 | 2010 |
| 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 | 96 | 2016 |
| Empirical dynamic programming WB Haskell, R Jain, D Kalathil Mathematics of Operations Research 41 (2), 402-429, 2016 | 95 | 2016 |
| A convex analytic approach to risk-aware Markov decision processes WB Haskell, R Jain SIAM Journal on Control and Optimization 53 (3), 1569-1598, 2015 | 83 | 2015 |
| Learning infinite-horizon average-reward mdps with linear function approximation CY Wei, MJ Jahromi, H Luo, R Jain International Conference on Artificial Intelligence and Statistics, 3007-3015, 2021 | 79 | 2021 |
| The concert queueing game: to wait or to be late R Jain, S Juneja, N Shimkin Discrete Event Dynamic Systems 21 (1), 103-138, 2011 | 79 | 2011 |
| System and method for conducting combinatorial exchanges R Jain, C Kaskiris, P Varaiya, J Shu, R Rajagopal, NS Pillai US Patent 7,627,510, 2009 | 71 | 2009 |
| A sample-efficient algorithm for episodic finite-horizon MDP with constraints KC Kalagarla, R Jain, P Nuzzo Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8030-8037, 2021 | 70 | 2021 |
| Scalar estimation and control with noisy binary observations T Simsek, R Jain, P Varaiya IEEE Transactions on Automatic Control 49 (9), 1598-1603, 2004 | 66 | 2004 |
| Method and system for user guided search navigation P Dube, R Jain, R Kannan, K Subbian US Patent 8,745,039, 2014 | 65 | 2014 |
| Learning-based control of unknown linear systems with thompson sampling Y Ouyang, M Gagrani, R Jain arXiv preprint arXiv:1709.04047, 2017 | 63 | 2017 |
| Hierarchical auction mechanisms for network resource allocation W Tang, R Jain IEEE Journal on Selected Areas in Communications 30 (11), 2117-2125, 2012 | 62 | 2012 |
| Control of unknown linear systems with thompson sampling Y Ouyang, M Gagrani, R Jain 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 59 | 2017 |
Dileep KalathilTexas A&M UniversityVerified email at tamu.edu
