Rahul Singh
Orcid: 0000-0003-0363-3666Affiliations:
- Indian Institute of Science, Bengaluru, India
- Ohio State University, Columbus, OH, USA
- MIT, Laboratory for Information & Decision Systems, Cambridge, MA, USA (former)
- Texas A&M University, College Station, TX, USA (PhD 2015)
According to our database1,
Rahul Singh
authored at least 61 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
Whittle Index-Based Q-Learning for Wireless Edge Caching With Linear Function Approximation.
IEEE/ACM Trans. Netw., October, 2024
IEEE/ACM Trans. Netw., October, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Delay-Optimal Scheduling for Integrated mmWave - Sub-6 GHz Systems With Markovian Blockage Model.
IEEE Trans. Mob. Comput., September, 2023
IEEE Trans. Control. Netw. Syst., March, 2023
Finite Time Regret Bounds for Minimum Variance Control of Autoregressive Systems with Exogenous Inputs.
CoRR, 2023
Proceedings of the 59th Annual Allerton Conference on Communication, 2023
2022
Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Index-aware reinforcement learning for adaptive video streaming at the wireless edge.
Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022
Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022
Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Adaptive CSMA for Decentralized Scheduling of Multi-Hop Networks With End-to-End Deadline Constraints.
IEEE/ACM Trans. Netw., 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021
2020
A Partially Observable MDP Approach for Sequential Testing for Infectious Diseases such as COVID-19.
CoRR, 2020
Optimizing information freshness using low-power status updates via sleep-wake scheduling.
Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020
2019
Throughput Optimal Decentralized Scheduling of Multihop Networks With End-to-End Deadline Constraints: Unreliable Links.
IEEE Trans. Autom. Control., 2019
CoRR, 2019
Proceedings of the 2019 IFIP Networking Conference, 2019
Proceedings of the 57th Annual Allerton Conference on Communication, 2019
2018
Scheduling Policies for Minimizing Age of Information in Broadcast Wireless Networks.
IEEE/ACM Trans. Netw., 2018
A Risk-Sensitive Approach for Packet Inter-Delivery Time Optimization in Networked Cyber-Physical Systems.
IEEE/ACM Trans. Netw., 2018
Decentralized Control via Dynamic Stochastic Prices: The Independent System Operator Problem.
IEEE Trans. Autom. Control., 2018
2017
Throughput Optimal Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints: II Wireless Networks with Interference.
CoRR, 2017
Kiefer Wolfowitz Algorithm is Asymptotically Optimal for a Class of Non-Stationary Bandit Problems.
CoRR, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
Throughput Optimal Decentralized Scheduling of Multi-Hop Networks with End-to-End Deadline Constraints: Unreliable Links.
CoRR, 2016
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016
An index based task assignment policy for achieving optimal power-delay tradeoff in edge cloud systems.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
A Theory for the Operation of the Independent System Operator in a Smart Grid with Stochastic Renewables, Demand Response and Storage.
CoRR, 2015
MaxWeight Scheduling: Asymptotic Behavior of Unscaled Queue-Differentials in Heavy Traffic.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015
A High Reliability Asymptotic Approach for Packet Inter-Delivery Time Optimization in Cyber-Physical Systems.
Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015
Index policies for optimal mean-variance trade-off of inter-delivery times in real-time sensor networks.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
A theory for the economic operation of a smart grid with stochastic renewables, demand response and storage.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Optimizing quality of experience of dynamic video streaming over fading wireless networks.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Decentralized throughput maximizing policies for deadline-constrained wireless networks.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
2014
A polymatroid approach to separable convex optimization with linear ascending constraints.
Proceedings of the Twentieth National Conference on Communications, 2014
Fluctuation analysis of debt based policies for wireless networks with hard delay constraints.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014
2013
Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013
Pathwise performance of debt based policies for wireless networks with hard delay constraints.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
2012
CoRR, 2012
2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
IEEE Commun. Lett., 2010