Aditya Mahajan

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Demosthenis TeneketzisProfessor of EECS, University of MichiganVerified email at umich.edu
Ashutosh NayyarUniversity of Southern CaliforniaVerified email at usc.edu
Jayakumar SubramanianSenior Research Scientist, Adobe IndiaVerified email at adobe.com
Nima AkbarzadehMila, Quebec AI Institute & HEC MontrealVerified email at hec.ca
Amit SinhaMcGill UniversityVerified email at mail.mcgill.ca
Mohammad AfshariPostdoctoral Fellow, Institute for Robotics and Intelligent Machines,Georgia Institute of TechnologyVerified email at gatech.edu
Ashish KhistiProfessor, University of TorontoVerified email at comm.utoronto.ca
Raihan SerajMcGill UniversityVerified email at mail.mcgill.ca
Borna SayedanaMcGill UniversityVerified email at mail.mcgill.ca
Yi OuyangPreferred NetworksVerified email at preferred-america.com
Peter CainesMcGill University MontrealVerified email at cim.mcgill.ca
Sagar SudhakaraUniversity of Southern CaliforniaVerified email at usc.edu
Janarthanan RajendranAssistant Professor, Faculty of Computer Science, Dalhousie UniversityVerified email at umich.edu
Sarath ChandarAssociate Professor @ Polytechnique Montreal. Mila. Canada CIFAR AI Chair. Canada Research Chair.Verified email at polymtl.ca
Shuang GaoPolytechnique MontrealVerified email at polymtl.ca
Jerome Le NyProfessor of Electrical Engineering, Polytechnique Montreal, and GERADVerified email at polymtl.ca
Ajit ChaturvediIIT KanpurVerified email at iitk.ac.in
Hadi NekoeiMontreal Institute of Learning Algorithms (Mila), University of MontrealVerified email at mila.quebec
Tianwei NiMila, University of Montreal, AmazonVerified email at mila.quebec
Pierre-Luc BaconUniversity of MontrealVerified email at mila.quebec

Aditya Mahajan

McGill University

Verified email at mcgill.ca - Homepage

stochastic control decentralized control POMDPs restless bandits


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Decentralized stochastic control with partial history sharing: A common information approach A Nayyar, A Mahajan, D Teneketzis IEEE Transactions on Automatic Control 58 (7), 1644-1658, 2013	399*	2013
Multi-armed bandit problems A Mahajan, D Teneketzis Foundations and Applications of Sensor Management, 121-151, 2008	271	2008
Information structures in optimal decentralized control A Mahajan, NC Martins, MC Rotkowitz, S Yüksel Conference on Decision and Control (CDC), 1291-1306, 2012	184	2012
Optimal control strategies in delayed sharing information structures A Nayyar, A Mahajan, D Teneketzis Automatic Control, IEEE Transactions on 56 (7), 1606-1620, 2011	156	2011
Remote estimation over a packet-drop channel with Markovian state J Chakravorty, A Mahajan IEEE Transactions on Automatic Control, 2020	143*	2020
Reinforcement learning in stationary mean-field games J Subramanian, A Mahajan Proceedings of the International Conference on Autonomous Agents and …, 2019	139	2019
A wireless soil moisture smart sensor web using physics-based optimal control: Concept and initial demonstrations M Moghaddam, D Entekhabi, Y Goykhman, K Li, M Liu, A Mahajan, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2010	138	2010
Optimal design of sequential real-time communication systems A Mahajan, D Teneketzis Information Theory, IEEE Transactions on 55 (11), 5317-5338, 2009	129*	2009
Approximate information state for approximate planning and reinforcement learning in partially observed systems J Subramanian, A Sinha, R Seraj, A Mahajan Journal of Machine Learning Research 23 (12), 1--83, 2022	106*	2022
Information-Theoretic Privacy for Smart Metering Systems with a Rechargeable Battery S Li, A Khisti, A Mahajan IEEE Transactions on Information Theory 64 (5), 2018	105*	2018
Team-optimal solution of finite number of mean-field coupled LQG subsystems J Arabneydi, A Mahajan 2015 54th IEEE Conference on Decision and Control (CDC), 5308-5313, 2015	78*	2015
Fundamental limits of remote estimation of autoregressive Markov processes under communication constraints. J Chakravorty, A Mahajan IEEE Transactions on Automatic Control 62 (3), 1109-1124, 2017	75*	2017
Optimal decentralized control of coupled subsystems with control sharing A Mahajan IEEE Transactions of Automatic Control 58 (9), 2377-2382, 2013	71	2013
Multi-armed bandits, Gittins index, and its calculation J Chakravorty, A Mahajan Methods and Applications of Statistics in Clinical Trials, Volume 2 …, 2014	60	2014
Optimal performance of networked control systems with nonclassical information structures A Mahajan, D Teneketzis SIAM Journal on Control and Optimization 48 (3), 1377-1404, 2009	58*	2009
Conditions for indexability of restless bandits and an algorithm to compute Whittle index N Akbarzadeh, A Mahajan Advances in Applied Probability 54 (4), 1164-1192, 2022	55*	2022
On the design of globally optimal communication strategies for real-time noisy communication systems with noisy feedback A Mahajan, D Teneketzis IEEE Journal on Selected Areas in Communications 26 (4), 580-595, 2008	52	2008
Measurement scheduling for soil moisture sensing: From physical models to optimal control DI Shuman, A Nayyar, A Mahajan, Y Goykhman, K Li, M Liu, D Teneketzis, ... Proceedings of the IEEE 98 (11), 1918-1933, 2010	45	2010
Sequential decomposition of sequential dynamic teams: applications to real-time communication and networked control systems A Mahajan University of Michigan, 2008	45	2008
Sufficient statistics for linear control strategies in decentralized systems with partial history sharing A Mahajan, A Nayyar IEEE Transactions on Automatic Control 60 (8), 2046-2056, 2015	44	2015

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