| Scheduling policies for minimizing age of information in broadcast wireless networks I Kadota, A Sinha, E Uysal-Biyikoglu, R Singh, E Modiano IEEE/ACM Transactions on Networking 26 (6), 2637-2650, 2018 | 662 | 2018 |
| Minimizing the age of information in broadcast wireless networks I Kadota, E Uysal-Biyikoglu, R Singh, E Modiano 2016 54th Annual Allerton Conference on Communication, Control, and …, 2016 | 285 | 2016 |
| An index based task assignment policy for achieving optimal power-delay tradeoff in edge cloud systems X Guo, R Singh, T Zhao, Z Niu 2016 IEEE International Conference on Communications (ICC), 1-7, 2016 | 94 | 2016 |
| Throughput optimal decentralized scheduling of multihop networks with end-to-end deadline constraints: Unreliable links R Singh, PR Kumar IEEE Transactions on Automatic Control 64 (1), 127-142, 2018 | 93 | 2018 |
| Learning in Markov decision processes under constraints R Singh, A Gupta, NB Shroff arXiv preprint arXiv:2002.12435, 2020 | 57 | 2020 |
| Optimizing information freshness using low-power status updates via sleep-wake scheduling AM Bedewy, Y Sun, R Singh, NB Shroff Proceedings of the Twenty-First International Symposium on Theory …, 2020 | 45 | 2020 |
| Index policies for optimal mean-variance trade-off of inter-delivery times in real-time sensor networks R Singh, X Guo, PR Kumar 2015 IEEE Conference on Computer Communications (INFOCOM), 505-512, 2015 | 37 | 2015 |
| Low-power status updates via sleep-wake scheduling AM Bedewy, Y Sun, R Singh, NB Shroff IEEE/ACM Transactions on Networking 29 (5), 2129-2141, 2021 | 36 | 2021 |
| Decentralized control via dynamic stochastic prices: The independent system operator problem R Singh, PR Kumar, L Xie IEEE Transactions on Automatic Control 63 (10), 3206-3220, 2018 | 34 | 2018 |
| Reward Biased Maximum Likelihood Estimation for Reinforcement Learning A Mete, R Singh, PR Kumar https://arxiv.org/abs/2011.07738, 2020 | 31 | 2020 |
| Index-aware reinforcement learning for adaptive video streaming at the wireless edge G Xiong, X Qin, B Li, R Singh, J Li Proceedings of the Twenty-Third International Symposium on Theory …, 2022 | 27 | 2022 |
| Reinforcement learning augmented asymptotically optimal index policy for finite-horizon restless bandits G Xiong, J Li, R Singh Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8726-8734, 2022 | 27 | 2022 |
| A risk-sensitive approach for packet inter-delivery time optimization in networked cyber-physical systems X Guo, R Singh, PR Kumar, Z Niu IEEE/ACM Transactions on Networking 26 (4), 1976-1989, 2018 | 27 | 2018 |
| Adaptive CSMA for Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints RSPR Kumar IEEE/ACM Transactions on Networking, 2021 | 25 | 2021 |
| Decentralized throughput maximizing policies for deadline-constrained wireless networks R Singh, PR Kumar 2015 54th IEEE Conference on Decision and Control (CDC), 3759-3766, 2015 | 25 | 2015 |
| Fluctuation analysis of debt based policies for wireless networks with hard delay constraints R Singh, IH Hou, PR Kumar IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 2400-2408, 2014 | 24 | 2014 |
| Learning in Constrained Markov Decision Processes R Singh, A Gupta, NB Shroff IEEE Transactions on Control of Network Systems 10 (1), 441-453, 2022 | 22 | 2022 |
| Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers RSJL Guojun Xiong, Gang Yan Arxiv, 2021 | 17* | 2021 |
| Maxweight scheduling: Asymptotic behavior of unscaled queue-differentials in heavy traffic R Singh, A Stolyar Proceedings of the 2015 ACM SIGMETRICS International Conference on …, 2015 | 17 | 2015 |
| Pathwise performance of debt based policies for wireless networks with hard delay constraints R Singh, IH Hou, PR Kumar 52nd IEEE Conference on Decision and Control, 7838-7843, 2013 | 17 | 2013 |
P. R. KumarTexas A&M UniversityVerified email at tamu.edu
