Conference Publications

Prepirnts

Conference Papers

  1. Relative almost sure regret bounds for certainty equivalence control of Markov Jump Systems (pdf)
    Borna Sayedana, Mohammad Afshari, Aditya Mahajan and Peter Caines
    IEEE Conference on Decision and Control (CDC), Singapore, Dec 2023.
  2. Asymmetric Actor Critic with Approximate Information State (pdf)
    Amit Sinha and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Singapore, Dec 2023.
  3. Weighted norm bounds in MDPs with unbounded per-step cost (pdf)
    Berk Bozkurt, Aditya Mahajan, Ashutosh Nayyar and Yi Ouyang
    IEEE Conference on Decision and Control (CDC), Singapore, Dec 2023.
  4. A modified Thompson sampling-based learning algorithm for unknown linear systems (pdf) (slides)
    Mukul Gagrani, Sagar Sudhakara, Aditya Mahajan, Ashutosh Nayyar and Yi Ouyang
    IEEE Conference on Decision and Control (CDC), Cancun, Mexico, Dec 2022.
  5. Consistency and rate of convergence of switched least square estimators for autonomous Markov Jump Linear Systems (pdf) (slides)
    Borna Sayedana, Mohammad Afshari, Peter E. Caines and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Cancun, Mexico, Dec 2022.
  6. Thompson-sampling based reinforcement learning for networked control of unknown linear systems (pdf) (slides)
    Borna Sayedana, Mohammad Afshari, Peter E. Caines and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Cancun, Mexico, Dec 2022.
  7. Partially observable restless bandits with restarts: indexability and computation of Whittle index (pdf)
    Nima Akbarzadeh and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Cancun, Mexico, Dec 2022.
  8. On learning history-based policies for controlling Markov decision processes
    Gandharv Patil, Aditya Mahajan and Doina Precup
    Reinforcement Learning and Decision Making (RLDM), Providence, RI, June 2022.
  9. Consistency and rate of convergence of switched least squares estimator for autonomous switched linear systems
    Borna Sayedana, Mohammad Afshari, Peter E. Caines and Aditya Mahajan
    Reinforcement Learning and Decision Making (RLDM), Providence, RI, June 2022.
  10. Robustness of Markov perfect equilibrium to model approximations in general-sum dynamic games (pdf) (slides)
    Jayakumar Subramanian, Amit Sinha and Aditya Mahajan
    Indian Control Conference, Virtual, 20–22 Dec, 2021.
  11. Thompson Sampling for linear quadratic mean-field teams (pdf)
    Mukul Gagrani, Sagar Sudhakara, Aditya Mahajan, Ashutosh Nayyar and Yi Ouyang
    IEEE Conference on Decision and Control (CDC), Virtual, 13–15 Dec, 2021.
  12. Mean-field approximation for large-population beauty-contest games (pdf) (slides)
    Raihan Seraj, Aditya Mahajan and Jerome Le Ny
    IEEE Conference on Decision and Control (CDC), Virtual, 13–15 Dec, 2021.
  13. Decision referrals in Human-Automation teams (pdf) (slides)
    Kesav Kaza, Aditya Mahajan and Jerome Le Ny
    IEEE Conference on Decision and Control (CDC), Virtual, 13–15 Dec, 2021.
  14. Structure-aware reinforcement learning for node overload protection in mobile edge computing (pdf) (video)
    Anirudha Jitani, Aditya Mahajan, Zhongwen Zhu, Hatem Abou-zeid, Emannuel T. Fapi and Hakimeh Purmehdi
    IEEE International Conference on Communications (ICC), Montreal, Canada, 14–18 Jun, 2021.
  15. Cross-layer communication over fading channels with adaptive decision feedback (pdf) (code)
    Borna Sayedana, Aditya Mahajan and Edmund Yeh
    International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), Volos, Greece, 15–19 Jun, 2020.
  16. Restless bandits with controlled restarts: Indexability and computation of Whittle index (pdf) (slides) (code)
    Nima Akbarzadeh and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Nice, France, 11–13 Dec, 2019.
  17. Approximate information state for partially observed systems (pdf) (slides)
    Jayakumar Subramanian and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Nice, France, 11–13 Dec, 2019.
  18. Networked control of coupled subsystems: Spectral decomposition and low-dimensional solutions (pdf)
    Shuang Gao and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Nice, France, 11–13 Dec, 2019.
  19. Dynamic spectrum access under partial observations: A restless bandit approach (pdf) (slides)
    Nima Akbarzadeh and Aditya Mahajan
    Canadian Workshop on Information Theory, Hamilton, Ontario, Canada, 2–6 June, 2019.
  20. Approximate information state for partially observed systems (pdf)
    Jayakumar Subramanian and Aditya Mahajan
    Reinforcement Learning and Decision Making (RLDM), Montreal, Canada, 7–10 July, 2019.
  21. Reinforcement learning in mean-field teams (pdf)
    Jayakumar Subramanian, Raihan Seraj and Aditya Mahajan
    Reinforcement Learning and Decision Making (RLDM), Montreal, Canada, 7–10 July, 2019.
  22. Reinforcement learning in mean-field teams (pdf) (poster)
    Jayakumar Subramanian, Raihan Seraj and Aditya Mahajan
    AAMAS Workshop on Adaptive and Learning Agents, Montreal, Canada, 13-17 May, 2019.
  23. Team optimal decentralized state estimation (pdf) (slides)
    Mohammad Afshari and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Miami, Florida, Dec 17–19, 2018.
  24. Optimal sampling of multiple linear processes over a shared medium (pdf) (slides)
    Sebin Mathew, Karl H. Johannson and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Miami, Florida, Dec 17–19, 2018.
  25. On controllability of leader-follower dynamics over a directed graph (pdf) (slides)
    Jayakumar Subramanian, Aditya Mahajan and Aditya A. Paranjape
    IEEE Conference on Decision and Control (CDC), Miami, Florida, Dec 17–19, 2018.
  26. Renewal Monte Carlo: Renewal theory based reinforcement learning (pdf) (slides)
    Jayakumar Subramanian and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Miami, Florida, Dec 17–19, 2018.
  27. Optimal decentralized control of two agent linear system with partial output feedback: certainty equivalence and optimality of linear strategies (pdf) (poster)
    Mohammad Afshari and Aditya Mahajan
    IFAC Workshop on Distributed Estimation and Control in Networked Systems, Groningen, Netherlands, Aug 27–28, 2018.
  28. A policy gradient algorithm to compute boundedly rational stationary mean field equilibria (pdf) (poster)
    Jayakumar Subramanian and Aditya Mahajan
    ICML/IJCAI/AAMAS Workshop on Planning and Learning (PAL-18), Stockholm, Sweden, July 15, 2018.
  29. On privacy in smart metering systems with periodically time-varying input distribution (pdf) (slides)
    Yu Liu, Ashish Khisti and Aditya Mahajan
    IEEE GlobalSIP Symposium on Control and Information Theoretic Approaches to Privacy and Security, Montreal, Canada, Nov 14–16, 2017.
  30. Remote estimation over control area networks (pdf) (slides)
    Aditya Mahajan
    IEEE Vehicular Technology Conference (VTC), Networked Vehicles for Intelligent Transportation and Smart Grids (NetV) Workshop, Toronto, Canada, Sep 24–27, 2017.
  31. Static teams with common information (pdf) (slides)
    Mohammad Afshari and Aditya Mahajan
    IFAC World Congress, Toulouse, France, July 9–14, 2017.
  32. Structure of optimal strategies for remote estimation over Gilbert-Elliott channel with feedback (pdf) (slides)
    Jhelum Chakravorty and Aditya Mahajan
    IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, June 25–30, 2017.
  33. Stochastic approximation based methods for computing the optimal thresholds in remote-state estimation with packet drops (pdf) (slides)
    Jhelum Chakravorty, Jayakumar Subramanian and Aditya Mahajan
    American Control Conference (ACC), Seattle, WA, May 24–26, 2017.
  34. Multi-Armed Bandits for Efficient Lifetime Estimation in MPSoC design (pdf) (slides)
    Calvin Ma, Aditya Mahajan and Brett Meyer
    Design, Automation and Test in Europe (DATE), Laussane, Switzerland, March 27–31, 2017.
  35. Remote-state estimation with packet drop (pdf) (poster)
    Jhelum Chakravorty and Aditya Mahajan
    IFAC Workshop on Distributed Estimation and Control in Networked Systems, Tokyo, Japan, Sep 8–9, 2016.
    Recipient of the Best Student Paper Award.
  36. Structural results for two-user interactive communication (pdf) (slides)
    Jhelum Chakravorty and Aditya Mahajan
    IEEE International Symposium on Information Theory (ISIT), Barcelona, Spain, July 10–15, 2016.
  37. Privacy-optimal strategies for smart metering systems with a rechargeable battery (pdf) (slides)
    Simon Li, Ashish Khisti and Aditya Mahajan
    American Control Conference (ACC), Boston, MA, July 6–8, 2016.
  38. Privacy preserving rechargeable battery policies for smart metering systems (pdf) (slides)
    Simon Li, Ashish Khisti and Aditya Mahajan
    International Zurich Seminar on Communications, Zurich, Switzerland, March 2–4, 2016.
  39. Team-optimal solution of finite number of mean-field coupled LQG subsystems (pdf)
    Jalal Arabneydi and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Osaka, Japan, Dec 15-18, 2015.
  40. On computing optimal thresholds in decentralized sequential hypothesis testing (pdf) (slides)
    Can Cui and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Osaka, Japan, Dec 15-18, 2015.
  41. Reinforcement learning in decentralized stochastic control systems with partial history sharing (pdf) (slides)
    Jalal Arabneydi and Aditya Mahajan
    American Control Conference (ACC), pp. 5449–5456, Chicago, IL, Jul 1–3, 2015.
  42. Structure of optimal privacy-preserving policies in smart-metered systems with a rechargeable battery (pdf) (poster)
    Simon Li, Ashish Khisti and Aditya Mahajan
    IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pp. 375--379, Stockholm, Sweden, June 28–July 1, 2015.
  43. Distortion-transmission trade-off in real-time transmission of Gauss-Markov sources (pdf) (slides)
    Jhelum Chakravorty and Aditya Mahajan
    IEEE International Symposium on Information Theory (ISIT), Hong Kong, China, June 14-19, 2015.
  44. Reinforcement Learning in Multi-Agent Systems with Partial History Sharing (pdf)
    Jalal Arabneydi and Aditya Mahajan
    Reinforcement Learning and Decision Making (RLDM), Edmonton, AL, Jun 7-10, 2015.
  45. An estimation based allocation rule with super-linear regret and finite lock-on time for time-dependent multi-armed bandit processes (pdf) (slides)
    Prokopis Prokopiou, Peter Caines and Aditya Mahajan
    Canadian Conference on Elecrtical and Computer Engineering (CCECE), pp. 1299–1306, Halifax, NS, May 3-6, 2015.
  46. Distortion-transmission trade-off in real-time transmission of Markov sources (pdf) (slides)
    Jhelum Chakravorty and Aditya Mahajan
    Information Theory Workshop (ITW), pp. 1--5, Jerusleum, Israel, Apr 26–May 1, 2015.
  47. Team optimal control of coupled major-minor subsystems with mean field sharing (pdf) (slides)
    Jalal Arabneydi and Aditya Mahajan
    Indian Control Conference, pp. 95-100, Chennai, India, Jan 6-7, 2015.
  48. On the optimal thresholds in remote state estimation with communication costs (pdf) (slides)
    Jhelum Chakravorty and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), pp. 1041–1046, Los Angeles, CA, Dec 15-17, 2014.
  49. Team optimal control of coupled subsystems with mean field sharing (pdf) (slides)
    Jalal Arabneydi and Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), pp. 1669–1674, Los Angeles, CA, Dec 15-17, 2014.
    Recipient of the Best Student Paper Award.
  50. Average cost optimal threshold strategies for remote state estimation with communication costs (pdf) (slides)
    Jhelum Chakravorty and Aditya Mahajan
    Allerton conference on communication, control, and computing, Monticello, IL, Oct 1-3, 2014.
  51. Simultaneous real-time communication of multiple Markov sources over a shared channel (pdf) (slides)
    Mehnaz Mannan and Aditya Mahajan
    IEEE International Symposium on Information Theory (ISIT), pp. 2356–2360, Honolulu, HI, Jun 29-July 4, 2014.
  52. Static LQG teams with countably infinite players (pdf)
    Aditya Mahajan, Nuno C. Martins and Serdar Yüksel
    IEEE Conference on Decision and Control (CDC), Florence, Italy, Dec 10-13, 2013.
  53. Structure of optimal policies in active sensing (pdf) (slides)
    Aditya Mahajan
    37th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 5265-5268, Kyoto, Japan, March 25-30, 2012.
  54. Optimal decentralized control of coupled subsystems with control sharing (pdf) (slides)
    Aditya Mahajan
    50th IEEE Conference on Decision and Control (CDC), pp. 5726-5731, Orlando, FL, Dec 12-15, 2011.
  55. Optimal transmission policies for two-user multiple access broadcast using dynamic team theory (pdf) (slides)
    Aditya Mahajan
    48th Allerton conference on communication, control, and computing, pp. 806-813, Monticello, IL, Sep 29-Oct 1, 2010.
  56. Measure and cost dependent properties of information structures (pdf) (slides)
    Aditya Mahajan and Serdar Yüksel
    American Control Conference (ACC), pp. 6397-6402, Baltimore, MD, June 30-July 2, 2010.
  57. A structural result for delayed sharing information structures (pdf)
    Ashutosh Nayyar, Aditya Mahajan and Demosthenis Teneketzis
    American Control Conference (ACC), pp. 6391-6396, Baltimore, MD, June 30-July 2, 2010.
  58. Opportunistic capacity and error exponent regions for compound channel with feedback (pdf) (slides)
    Aditya Mahajan and Sekhar Tatikonda
    IEEE International Symposium on Information Theory (ISIT), pp. 236-240, Austin, TX, June 13-18, 2010.
  59. Opportunistic capacity and error exponent regions for variable length communication over compound channel with feedback (pdf) (slides)
    Aditya Mahajan and Sekhar Tatikonda
    44th Conference on Information Sciences and Systems (CISS), pp. 1–6, Princeton, NJ, March 17-19, 2010.
  60. Optimal sequential transmission over degraded broadcast channels with nested feedback (pdf) (slides)
    Aditya Mahajan
    47th Allerton conference on communication, control, and computing, pp. 795-802, Monticello, IL, Sep 30-Oct 2, 2009.
  61. Sequential team form and its simplification using graphical models (pdf) (slides)
    Aditya Mahajan and Sekhar Tatikonda
    47th Allerton conference on communication, control, and computing, pp. 330-339, Monticello, IL, Sep 30-Oct 2, 2009.
  62. A training based scheme for communicating over unknown channels with feedback (pdf) (slides)
    Aditya Mahajan and Sekhar Tatikonda
    47th Allerton conference on communication, control, and computing, pp. 1549-1553, Monticello, IL, Sep 30-Oct 2, 2009.
  63. A graphical modeling approach to simplifying sequential teams (pdf) (slides)
    Aditya Mahajan and Sekhar Tatikonda
    7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Control over Communication Channels (ConCom) Workshop, pp. 1–8, Seoul, South Korea, June 27, 2009.
  64. Identifying tractable decentralized problems on the basis of information structures (pdf) (slides)
    Aditya Mahajan, Ashutosh Nayyar and Demosthenis Teneketzis
    46th Allerton conference on communication, control, and computing, pp. 1440-1449, Monticello, IL, Sep 23-26, 2008.
  65. Initial analyses and demonstration of soil moisture smart sensor web (pdf)
    Mahta Moghaddam, Dara Entekhabi, Leila Farhadi, Yuriy Goykhman, Mingyan Liu, Aditya Mahajan, Ashutosh Nayyar, David Shuman and Demosthenis Teneketzis
    Earth Science Technology Conference (ESTC), pp. 1–8, East Alephi, MD, June 24-26, 2008.
  66. On time diagnosis of discrete event systems (pdf) (slides)
    Aditya Mahajan and Demosthenis Teneketzis
    9th International Workshop on Discrete Event Systems (WODES), pp. 382-387, Gothenburg, Sweden, May 28-30, 2008.
  67. Real-time communication systems with noisy feedback (pdf) (slides)
    Aditya Mahajan and Demosthenis Teneketzis
    IEEE Information Theory Workshop (ITW), pp. 283-287, Lake Tahoe, CA, Sep 13-15, 2007.
  68. Optimal performance of feedback control systems with limited communication over noisy channels (pdf) (slides)
    Aditya Mahajan and Demosthenis Teneketzis
    45th IEEE Conference on Decision and Control (CDC), pp. 3228-3235, San Diego, CA, Dec 13-15, 2006.
  69. Fixed delay optimal joint source-channel coding for finite-memory systems (pdf) (slides)
    Aditya Mahajan and Demosthenis Teneketzis
    IEEE International Symposium on Information Theory (ISIT), pp. 2319-2323, Seattle, WA, July 9-14, 2006.
  70. A decision theoretic approach to real-time communication (pdf) (slides)
    Aditya Mahajan and Demosthenis Teneketzis
    43rd Allerton conference on communication, control, and computing, pp. 1–10, Monticello, IL, Sep 28-30, 2005.

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