Paper titles

Journal Publications

Preprints

  1. On learning Whittle index policy for restless bandits with scalable regret (pdf)
    Nima Akbarzadeh and Aditya Mahajan
    June 2022 .
  2. Robustness of Whittle index policy to model approximation (pdf)
    Amit Sinha and Aditya Mahajan
    March 2022 .
  3. Two families of indexable partially observable restless bandits and Whittle index computation (pdf)
    Nima Akbarzadeh and Aditya Mahajan
    March 2022 .
  4. Consistency and rate of convergence of switched least squares estimator for autonomous switched linear systems (pdf)
    Borna Sayedana, Mohammad Afshari, Peter E. Caines and Aditya Mahajan
    Dec 2021 .
  5. Robustness and sample complexity of model-based MARL for general-sum Markov games (pdf)
    Jayakumar Subramanian, Amit Sinha and Aditya Mahajan
    Sep 2021 .

Journal and Selective Conference Publications

  1. Decentralized linear quadratic systems with major and minor agents and non-Gaussian noise (pdf)
    Mohammad Afshari and Aditya Mahajan
    Sep 2022 .
  2. Structure-aware reinforcement learning for node overload protection in mobile edge computing (pdf)
    Anirudha Jitani, Aditya Mahajan, Zhongwen Zhu, Hatem Abou-zeid, Emannuel T. Fapi and Hakimeh Purmehdi
    July 2022 (in print) .
    DOI: 10.1109/TCCN.2022.3195503.
  3. Scalable regret for learning to control network-coupled subsystems with unknown dynamics (pdf)
    Sagar Sudhakara, Aditya Mahajan, Ashutosh Nayyar and Ouyang Yi
    May 2022 (accepted) .
    DOI: 10.1109/TCNS.2022.3184107.
  4. Conditions for indexability of restless bandits and an O(K3) algorithm to compute Whittle index (pdf) (code)
    Nima Akbarzadeh and Aditya Mahajan
    Journal of Applied Probability, Dec 2022 (in print) .
    DOI: 10.1017/apr.2021.61.
  5. Scalable operator allocation for multi-robot assistance: A restless bandit approach (pdf) (code)
    Abhinav Dahiya, Nima Akbarzadeh, Aditya Mahajan and Stephen L. Smith
    IEEE Transactions on Control of Networked Systems, vol. 9, no. 3, pp. 1397-1408, Sep 2022 .
    DOI: 10.1109/TCNS.2022.3153872.
  6. Optimal control of network-coupled subsystems: Spectral decomposition and low-dimensional solutions (pdf)
    Shuang Gao and Aditya Mahajan
    IEEE Transactions on Control of Networked Systems, vol. 9, no. 2, pp. 657-669, June 2022 .
    DOI: 10.1109/TCNS.2021.3124259.
  7. Approximate information state for approximate planning and reinforcement learning in partially observed systems (pdf) (code)
    Jayakumar Subramanian, Amit Sinha, Raihan Seraj and Aditya Mahajan
    Journal of Machine Learning Research, vol. 23, no. 12, pp. 1-83, Feb 2022 .
    URL: https://www.jmlr.org/papers/v23/20-1165.html.
  8. Multi-agent estimation and filtering for minimizing team mean-squared error (pdf)
    Mohammad Afshari and Aditya Mahajan
    IEEE Transactions on Signal Processing, vol. 69, pp. 5206-5221, Aug 2021 .
    DOI: 10.1109/TSP.2021.3104981.
  9. Optimal local and remote controllers with unreliable uplink channels: An elementary proof (pdf)
    Mohammad Afshari and Aditya Mahajan
    IEEE Transcations on Automatic Control, vol. 65, pp. 3616–3622, Aug 2020 .
    DOI: 10.1109/TAC.2019.2951658.
  10. Renewal Monte Carlo: Renewal theory based reinforcement learning (pdf) (code)
    Jayakumar Subramanian and Aditya Mahajan
    IEEE Transcations on Automatic Control, vol. 65, pp. 3663–3670, Aug 2020 .
    DOI: 10.1109/TAC.2019.2953089.
  11. Counterexamples on the monotonicity of delay optimal strategies for energy harvesting transmitters (pdf) (code)
    Borna Sayedana and Aditya Mahajan
    IEEE Wireless Communication Letters, vol. 9, pp. 1070-1074, July 2020 .
    DOI: 10.1109/LWC.2020.2981066.
  12. Remote estimation over a packet-drop channel with Markovian state (pdf) (code)
    Jhelum Chakravorty and Aditya Mahajan
    IEEE Transcations on Automatic Control, vol. 65, pp. 2016-2031, May 2020 .
    DOI: 10.1109/TAC.2019.2926160.
  13. Reinforcement learning in stationary mean-field games (pdf)
    Jayakumar Subramanian and Aditya Mahajan
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 13-17 May, 2019 .
    ACMID: 3331700.
  14. Sufficient conditions for the value function and optimal strategy to be even and quasi-convex (pdf) (code)
    Jhelum Chakravorty and Aditya Mahajan
    IEEE Transcations on Automatic Control, vol. 63, Nov 2018 .
    DOI: 10.1109/TAC.2018.2800796.
  15. Information-Theoretic Privacy for Smart Metering Systems with a Rechargeable Battery (pdf)
    Simon Li, Ashish Khisti and Aditya Mahajan
    IEEE Transcations on Information Theory, vol. 64, pp. 3679–3695, May 2018 .
    DOI: 10.1109/TIT.2018.2809005.
  16. Fundamental limits of remote estimation of autoregressive Markov processes under communication constraints (pdf)
    Jhelum Chakravorty and Aditya Mahajan
    IEEE Transactions on Automatic Control, March 2017 .
    DOI: 10.1109/TAC.2016.2580589.
  17. Decentralized stochastic control (pdf)
    Aditya Mahajan and Mehnaz Mannan
    Annals of Operations Research, vol. 241, pp. 109–126, June 2016 .
    DOI: 10.1007/s10479-014-1652-0.
  18. An algorithmic approach to identify irrelevant information in sequential teams (pdf)
    Aditya Mahajan and Sekhar Tatikonda
    Automatica, pp. 178–191, Nov 2015 .
    DOI: 10.1016/j.automatica.2015.08.002.
  19. Sufficient statistics for linear control strategies in decentralized systems with partial history sharing (pdf)
    Aditya Mahajan and Ashutosh Nayyar
    IEEE Transactions on Automatic Control, vol. 60, pp. 2046–2056, Aug 2015 .
    DOI: 10.1109/TAC.2015.2398884.
  20. Optimal decentralized control of coupled subsystems with control sharing (pdf)
    Aditya Mahajan
    IEEE Transactions on Automatic Control, vol. 58, pp. 2377-2382, Sep, 2013 .
    DOI: 10.1109/TAC.2013.2251807.
  21. Decentralized stochastic control with partial history sharing: A common information approach (pdf)
    Ashutosh Nayyar, Aditya Mahajan and Demosthenis Teneketzis
    IEEE Transactions on Automatic Control, vol. 58, pp. 1644-1658, July, 2013 .
    DOI: 10.1109/TAC.2013.2239000.
    Recipient of the 2015 George Axelby Outstanding Paper Award.
  22. Information structures in optimal decentralized control (pdf)
    Aditya Mahajan, Nuno C. Martins, Michael C. Rotkowitz and Serdar Yüksel
    IEEE Conference on Decision and Control (CDC), pp. 1291–1306, Dec 10-13, 2012 .
    DOI: 10.1109/CDC.2012.6425819.
  23. Opportunistic capacity and error exponent region for the compound channel with feedback (pdf) (code)
    Aditya Mahajan and Sekhar Tatikonda
    IEEE Transactions on Information Theory, vol. 58, pp. 4331-4341, July, 2012 .
    DOI: 10.1109/TIT.2012.2191689.
  24. Optimal control strategies in delayed sharing information structures (pdf)
    Ashutosh Nayyar, Aditya Mahajan and Demosthenis Teneketzis
    IEEE Transactions on Automatic Control, vol. 56, no. 7, pp. 1606-1620, July, 2011 .
    DOI: 10.1109/TAC.2010.2089381.
  25. A wireless soil moisture smart sensor web using physics-based optimal control: Concept and initial demonstrations (pdf)
    Mahta Moghaddam, Dara Entekhabi, Yuriy Goykhman, Ke Li, Mingyan Liu, Aditya Mahajan, Ashutosh Nayyar, David I Shuman and Demosthenis Teneketzis
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 3, no. 4, pp. 522-535, Dec, 2010 .
    DOI: 10.1109/JSTARS.2010.2052918.
  26. Measurement scheduling for soil moisture sensing: From physical models to optimal control (pdf)
    David Shuman, Ashutosh Nayyar, Aditya Mahajan, Yuriy Goykhman, Ke Li, Mingyan Liu, Demosthenis Teneketzis, Mahta Moghaddam and Dara Entekhabi
    Proceedings of the IEEE, special issue on Sensor Networks and Applications, vol. 98, no. 11, pp. 1918-1934, Nov, 2010 .
    DOI: 10.1109/JPROC.2010.2052532.
  27. Optimal design of sequential real-time communication systems (pdf) (code)
    Aditya Mahajan and Demosthenis Teneketzis
    IEEE Transactions on Information Theory, vol. 55, no. 11, pp. 5317-5337, Nov, 2009 .
    DOI: 10.1109/TIT.2009.2030462.
  28. Optimal performance of networked control systems with non-classical information structures (pdf)
    Aditya Mahajan and Demosthenis Teneketzis
    SIAM Journal of Control and Optimization, vol. 48, no. 3, pp. 1377-1404, May, 2009 .
    DOI: 10.1137/060678130.
  29. On the design of globally optimal communication strategies for real-time noisy communication with noisy feedback (pdf)
    Aditya Mahajan and Demosthenis Teneketzis
    IEEE Journal on Selected Areas in Communication, vol. 28, no. 4, pp. 580-595, May, 2008 .
    DOI: 10.1109/JSAC.2008.080502.
  30. A novel method of down conversion for multiple bandpass signals (pdf)
    Aditya Mahajan, Manu Agarwal and Ajit K. Chaturvedi
    IEEE Transactions on Wireless Communication, vol. 5, no. 2, pp. 427-434, Feb, 2006 .
    DOI: 10.1109/TWC.2006.1611066.
  31. An improved interpretation of depletion approximation in p-n junctions (pdf)
    Baquer Mazhari and Aditya Mahajan
    IEEE Transactions on Education, vol. 48, no. 1, pp. 60-62, Feb, 2005 .
    DOI: 10.1109/TE.2004.832876.

Book Chapters

  1. Multi-armed bandits, Gittins index, and its calculation (pdf)
    Jhelum Chakravorty, and Aditya Mahajan
    Methods and Applications of Statistics in Clinical Trials, Volume 2: Planning, Analysis, and Inferential Methods, pp. 416-435, John Wiley & Sons, 2014.
    DOI: 10.1002/9781118596333.ch24.
  2. The common-information approach to decentralized stochastic control (pdf)
    Ashutosh Nayyar, Aditya Mahajan, and Demosthenis Teneketzis
    Information and Control in Networks, pp. 123-156, Springer-Verlag, 2014.
    DOI: 10.1007/978-3-319-02150-8_4.
  3. Multi-armed bandit problems (pdf)
    Aditya Mahajan, and Demosthenis Teneketzis
    Foundations and Applications of Sensor Management, pp. 121-151, Springer-Verlag, 2008.
    DOI: 10.1007/978-0-387-49819-5_6.

Thesis

Unpublished drafts

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