Rahul Singh - RankMe

79 papers A* 8A 1B 5Misc 1Journal 50Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Policy Zooming: Adaptive Discretization-based Infinite-Horizon Average-Reward Reinforcement Learning. AAAI Avik Kar, Rahul Singh
2025	J	`jnl`	Delay-Optimal Transmission Scheduling Policies for Time-Correlated Fading Channels. CoRR Manali Dutta, Gourav Saha, Rahul Singh, Ness B. Shroff
2025	A	`conf`	Provably Adaptive Average Reward Reinforcement Learning for Metric Spaces. UAI Avik Kar, Rahul Singh
2024	J	`jnl`	Adaptive Discretization-based Non-Episodic Reinforcement Learning in Metric Spaces. CoRR Avik Kar, Rahul Singh
2024	A*	`conf`	Finite Time Logarithmic Regret Bounds for Self-Tuning Regulation. ICML Rahul Singh, Akshay Mete, Avik Kar, Panganamala R. Kumar
2024	J	`jnl`	Linear Bandits With Side Observations on Networks. IEEE/ACM Trans. Netw. Avik Kar, Rahul Singh, Fang Liu, Xin Liu, Ness B. Shroff
2024	J	`jnl`	Multi-armed bandits with dependent arms. Mach. Learn. Rahul Singh, Fang Liu, Yin Sun, Ness B. Shroff
2024	J	`jnl`	Optimal Risk-Sensitive Scheduling Policies for Remote Estimation of Autoregressive Markov Processes. IEEE Control. Syst. Lett. Manali Dutta, Rahul Singh
2024	J	`jnl`	Provably Adaptive Average Reward Reinforcement Learning for Metric Spaces. CoRR Avik Kar, Rahul Singh
2024	J	`jnl`	Whittle Index-Based Q-Learning for Wireless Edge Caching With Linear Function Approximation. IEEE/ACM Trans. Netw. Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh
2023	J	`jnl`	Delay-Optimal Scheduling for Integrated mmWave - Sub-6 GHz Systems With Markovian Blockage Model. IEEE Trans. Mob. Comput. Guidan Yao, Morteza Hashemi, Rahul Singh, Ness B. Shroff
2023	J	`jnl`	Finite Time Regret Bounds for Minimum Variance Control of Autoregressive Systems with Exogenous Inputs. CoRR Rahul Singh, Akshay Mete, Avik Kar, P. R. Kumar
2023	J	`jnl`	Learning in Constrained Markov Decision Processes. IEEE Trans. Control. Netw. Syst. Rahul Singh, Abhishek Gupta, Ness B. Shroff
2023	—	`conf`	The Reward Biased Method: An Optimism based Approach for Reinforcement Learning. Allerton Akshay Mete, Rahul Singh, P. R. Kumar
2022	A*	`conf`	Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems. NeurIPS Akshay Mete, Rahul Singh, P. R. Kumar
2022	J	`jnl`	Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems. CoRR Akshay Mete, Rahul Singh, P. R. Kumar
2022	B	`conf`	Index-aware reinforcement learning for adaptive video streaming at the wireless edge. MobiHoc Guojun Xiong, Xudong Qin, Bin Li, Rahul Singh, Jian Li
2022	J	`jnl`	Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits. CoRR Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh
2022	A*	`conf`	Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits. AAAI Guojun Xiong, Jian Li, Rahul Singh
2022	Misc	`conf`	The RBMLE method for Reinforcement Learning. CISS Akshay Mete, Rahul Singh, P. R. Kumar
2021	J	`jnl`	Adaptive CSMA for Decentralized Scheduling of Multi-Hop Networks With End-to-End Deadline Constraints. IEEE/ACM Trans. Netw. Rahul Singh, P. R. Kumar
2021	J	`jnl`	Learning Augmented Index Policy for Optimal Service Placement at the Network Edge. CoRR Guojun Xiong, Rahul Singh, Jian Li
2021	J	`jnl`	Low-Power Status Updates via Sleep-Wake Scheduling. CoRR Ahmed M. Bedewy, Yin Sun, Rahul Singh, Ness B. Shroff
2021	J	`jnl`	Low-Power Status Updates via Sleep-Wake Scheduling. IEEE/ACM Trans. Netw. Ahmed M. Bedewy, Yin Sun, Rahul Singh, Ness B. Shroff
2021	J	`jnl`	Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits. CoRR Guojun Xiong, Jian Li, Rahul Singh
2021	—	`conf`	Reward Biased Maximum Likelihood Estimation for Reinforcement Learning. L4DC Akshay Mete, Rahul Singh, Xi Liu, P. R. Kumar
2021	J	`jnl`	Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers. CoRR Guojun Xiong, Gang Yan, Rahul Singh, Jian Li
2020	J	`jnl`	A Partially Observable MDP Approach for Sequential Testing for Infectious Diseases such as COVID-19. CoRR Rahul Singh, Fang Liu, Ness B. Shroff
2020	J	`jnl`	Contextual Bandits with Side-Observations. CoRR Rahul Singh, Fang Liu, Xin Liu, Ness B. Shroff
2020	J	`jnl`	Learning in Markov Decision Processes under Constraints. CoRR Rahul Singh, Abhishek Gupta, Ness B. Shroff
2020	J	`jnl`	Learning in Networked Control Systems. CoRR Rahul Singh, P. R. Kumar
2020	J	`jnl`	Multi-Armed Bandits with Dependent Arms. CoRR Rahul Singh, Fang Liu, Yin Sun, Ness B. Shroff
2020	B	`conf`	Optimizing information freshness using low-power status updates via sleep-wake scheduling. MobiHoc Ahmed M. Bedewy, Yin Sun, Rahul Singh, Ness B. Shroff
2020	J	`jnl`	Reward Biased Maximum Likelihood Estimation for Reinforcement Learning. CoRR Akshay Mete, Rahul Singh, P. R. Kumar
2019	B	`conf`	A Distributed Algorithm for Throughput Optimal Routing in Overlay Networks. Networking Anurag Rai, Rahul Singh, Eytan H. Modiano
2019	J	`jnl`	Optimal Age-Energy Trade-off via Sleep-Wake Scheduling. CoRR Ahmed M. Bedewy, Yin Sun, Rahul Singh, Ness B. Shroff
2019	J	`jnl`	Optimal Decentralized Dynamic Policies for Video Streaming over Wireless Channels. CoRR Rahul Singh, P. R. Kumar
2019	—	`conf`	Optimal Information Updating based on Value of Information. Allerton Rahul Singh, Gopal Krishna Kamath, P. R. Kumar
2019	J	`jnl`	Optimal Information Updating based on Value of Information. CoRR Rahul Singh, Gopal Krishna Kamath, P. R. Kumar
2019	J	`jnl`	Throughput Optimal Decentralized Scheduling of Multihop Networks With End-to-End Deadline Constraints: Unreliable Links. IEEE Trans. Autom. Control. Rahul Singh, P. R. Kumar
2018	J	`jnl`	A Risk-Sensitive Approach for Packet Inter-Delivery Time Optimization in Networked Cyber-Physical Systems. IEEE/ACM Trans. Netw. Xueying Guo, Rahul Singh, P. R. Kumar, Zhisheng Niu
2018	J	`jnl`	Decentralized Control via Dynamic Stochastic Prices: The Independent System Operator Problem. IEEE Trans. Autom. Control. Rahul Singh, P. R. Kumar, Le Xie
2018	J	`jnl`	Scheduling Policies for Minimizing Age of Information in Broadcast Wireless Networks. CoRR Igor Kadota, Abhishek Sinha, Elif Uysal-Biyikoglu, Rahul Singh, Eytan H. Modiano
2018	J	`jnl`	Scheduling Policies for Minimizing Age of Information in Broadcast Wireless Networks. IEEE/ACM Trans. Netw. Igor Kadota, Abhishek Sinha, Elif Uysal-Biyikoglu, Rahul Singh, Eytan H. Modiano
2017	J	`jnl`	Kiefer Wolfowitz Algorithm is Asymptotically Optimal for a Class of Non-Stationary Bandit Problems. CoRR Rahul Singh, Taposh Banerjee
2017	J	`jnl`	Optimal Routing for Delay-Sensitive Traffic in Overlay Networks. CoRR Rahul Singh, Eytan H. Modiano
2017	J	`jnl`	Risk-Sensitive Optimal Control of Queues. CoRR Rahul Singh, Xueying Guo, Eytan H. Modiano
2017	—	`conf`	Risk-sensitive optimal control of queues. CDC Rahul Singh, Xueying Guo, Eytan H. Modiano
2017	J	`jnl`	Throughput Optimal Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints: II Wireless Networks with Interference. CoRR Rahul Singh, P. R. Kumar, Eytan H. Modiano
2016	J	`jnl`	A Distributed Algorithm for Throughput Optimal Routing in Overlay Networks. CoRR Anurag Rai, Rahul Singh, Eytan H. Modiano
2016	—	`conf`	An index based task assignment policy for achieving optimal power-delay tradeoff in edge cloud systems. ICC Xueying Guo, Rahul Singh, Tianchu Zhao, Zhisheng Niu
2016	J	`jnl`	Dynamic Adaptive Streaming using Index-Based Learning Algorithms. CoRR Rahul Singh, P. R. Kumar
2016	A*	`conf`	MaxWeight scheduling: "Smoothness" of the service process. INFOCOM Rahul Singh, Alexander L. Stolyar
2016	—	`conf`	Minimizing the Age of Information in broadcast wireless networks. Allerton Igor Kadota, Elif Uysal-Biyikoglu, Rahul Singh, Eytan H. Modiano
2016	J	`jnl`	Throughput Optimal Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints: Unreliable Links. CoRR Rahul Singh, P. R. Kumar
2015	B	`conf`	A High Reliability Asymptotic Approach for Packet Inter-Delivery Time Optimization in Cyber-Physical Systems. MobiHoc Xueying Guo, Rahul Singh, Panganamala Ramana Kumar, Zhisheng Niu
2015	J	`jnl`	A High Reliability Asymptotic Approach for Packet Inter-Delivery Time Optimization in Cyber-Physical Systems. CoRR Xueying Guo, Rahul Singh, P. R. Kumar, Zhisheng Niu
2015	J	`jnl`	A Theory for the Operation of the Independent System Operator in a Smart Grid with Stochastic Renewables, Demand Response and Storage. CoRR Rahul Singh, Ke Ma, Anupam A. Thatte, Panganamala Ramana Kumar, Le Xie
2015	—	`conf`	A theory for the economic operation of a smart grid with stochastic renewables, demand response and storage. CDC Rahul Singh, Ke Ma, Anupam A. Thatte, P. R. Kumar, Le Xie
2015	J	`jnl`	Decentralized Throughput Maximizing Policies for Deadline-Constrained Wireless Networks. CoRR Rahul Singh, P. R. Kumar
2015	—	`conf`	Decentralized throughput maximizing policies for deadline-constrained wireless networks. CDC Rahul Singh, Panganamala Ramana Kumar
2015	J	`jnl`	Index Policies for Optimal Mean-Variance Trade-Off of Inter-delivery Times in Real-Time Sensor Networks. CoRR Rahul Singh, Xueying Guo, Panganamala Ramana Kumar
2015	A*	`conf`	Index policies for optimal mean-variance trade-off of inter-delivery times in real-time sensor networks. INFOCOM Rahul Singh, Xueying Guo, P. R. Kumar
2015	A*	`conf`	MaxWeight Scheduling: Asymptotic Behavior of Unscaled Queue-Differentials in Heavy Traffic. SIGMETRICS Rahul Singh, Alexander L. Stolyar
2015	J	`jnl`	Optimal Energy-Efficient Regular Delivery of Packets in Cyber-Physical Systems. CoRR Xueying Guo, Rahul Singh, Panganamala Ramana Kumar, Zhisheng Niu
2015	—	`conf`	Optimal energy-efficient regular delivery of packets in cyber-physical systems. ICC Xueying Guo, Rahul Singh, Panganamala Ramana Kumar, Zhisheng Niu
2015	J	`jnl`	Optimizing Quality of Experience of Dynamic Video Streaming over Fading Wireless Networks. CoRR Rahul Singh, P. R. Kumar
2015	—	`conf`	Optimizing quality of experience of dynamic video streaming over fading wireless networks. CDC Rahul Singh, P. R. Kumar
2015	J	`jnl`	The ISO Problem: Decentralized Stochastic Control via Bidding Schemes. CoRR Rahul Singh, P. R. Kumar, Le Xie
2015	—	`conf`	The ISO problem: Decentralized stochastic control via bidding schemes. Allerton Rahul Singh, Panganamala Ramana Kumar, Le Xie
2014	—	`conf`	A polymatroid approach to separable convex optimization with linear ascending constraints. NCC P. T. Akhil, Rahul Singh, Rajesh Sundaresan
2014	A*	`conf`	Fluctuation analysis of debt based policies for wireless networks with hard delay constraints. INFOCOM Rahul Singh, I-Hong Hou, P. R. Kumar
2013	J	`jnl`	Capacity and Scheduling of Access Points for Multiple Live Video Streams. CoRR I-Hong Hou, Rahul Singh
2013	J	`jnl`	Pathwise Performance of Debt Based Policies for Wireless Networks with Hard Delay Constraints. CoRR Rahul Singh, I-Hong Hou, P. R. Kumar
2013	—	`conf`	Pathwise performance of debt based policies for wireless networks with hard delay constraints. CDC Rahul Singh, I-Hong Hou, P. R. Kumar
2013	B	`conf`	Scheduling of access points for multiple live video streams. MobiHoc I-Hong Hou, Rahul Singh
2012	J	`jnl`	Real-Time Stochastic Processing Networks with Concurrent Resource Requirements CoRR I-Hong Hou, Rahul Singh
2011	—	`conf`	On LQR control with asynchronous clocks. CDC/ECC Rahul Singh, Vijay Gupta
2010	J	`jnl`	Finite Duration Root Nyquist Pulses with Maximum In-Band Fractional Energy. IEEE Commun. Lett. Gaurav Nigam, Rahul Singh, A. K. Chaturvedi