Conference Publications

  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 on model approximation 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, Jun 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, Jun 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, 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, 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, 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, Dec 2021.

  14. 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
    IEEE International Conference on Communications (ICC), Montreal, Canada, 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, 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, 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, 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, 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, Jun 2019.

  20. Approximate information state for partially observed systems (pdf)
    Jayakumar Subramanian and Aditya Mahajan
    Reinforcement Learning and Decision Making (RLDM), Montreal, Canada, Jul 2019.

  21. Reinforcement learning in mean-field teams (pdf)
    Jayakumar Subramanian, Raihan Seraj, and Aditya Mahajan
    Reinforcement Learning and Decision Making (RLDM), Montreal, Canada, Jul 2019.

  22. Reinforcement learning in mean-field teams (pdf)
    Jayakumar Subramanian, Raihan Seraj, and Aditya Mahajan
    AAMAS Workshop on Adaptive and Learning Agents, Montreal, Canada, 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 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 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 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 2018.

  27. Optimal decentralized control of two agent linear system with partial output feedback: certainty equivalence and optimality of linear strategies (pdf)
    Mohammad Afshari and Aditya Mahajan
    IFAC Workshop on Distributed Estimation and Control in Networked Systems, Groningen, Netherlands, Aug 2018.

  28. A policy gradient algorithm to compute boundedly rational stationary mean field equilibria (pdf)
    Jayakumar Subramanian and Aditya Mahajan
    ICML/IJCAI/AAMAS Workshop on Planning and Learning (PAL-18), Stockholm, Sweden, Jul 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 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 2017.

  31. Static teams with common information (pdf) (slides)
    Mohammad Afshari and Aditya Mahajan
    IFAC World Congress, Toulouse, France, Jul 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, Jun 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 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, Mar 2017.

  35. Remote-state estimation with packet drop (pdf)
    Jhelum Chakravorty and Aditya Mahajan
    IFAC Workshop on Distributed Estimation and Control in Networked Systems, Tokyo, Japan, Sep 2016. Receipient of 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, Jul 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, Jul 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, Mar 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 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 2015.

  41. Reinforcement learning in decentralized stochastic control systems with partial history sharing (pdf) (slides)
    Jalal Arabneydi and Aditya Mahajan
    American Control Conference (ACC), Chicago, IL, Jul 2015.

  42. Structure of optimal privacy-preserving policies in smart-metered systems with a rechargeable battery (pdf)
    Simon Li, Ashish Khisti, and Aditya Mahajan
    IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Stockholm, Sweden, Jun 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, Jun 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 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), Halifax, NS, May 2015.

  46. Distortion-transmission trade-off in real-time transmission of Markov sources (pdf) (slides)
    Jhelum Chakravorty and Aditya Mahajan
    Information Theory Workshop (ITW), Jerusleum, Israel, Apr 2015.

  47. Team optimal control of coupled major-minor subsystems with mean field sharing (pdf) (slides)
    Jalal Arabneydi and Aditya Mahajan
    Indian Control Conference, Chennai, India, Jan 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), Los Angeles, CA, Dec 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), Los Angeles, CA, Dec 2014. Receipient of 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 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), Honolulu, HI, Jul 2004.

  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 2013.

  53. Structure of optimal policies in active sensing (pdf) (slides)
    Aditya Mahajan
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, Mar 2012.

  54. Optimal decentralized control of coupled subsystems with control sharing (pdf) (slides)
    Aditya Mahajan
    IEEE Conference on Decision and Control (CDC), Orlando, FL, Dec 2011.

  55. Optimal transmission policies for two-user multiple access broadcast using dynamic team theory (pdf) (slides)
    Aditya Mahajan
    Allerton conference on communication, control, and computing, Monticello, IL, Oct 2001.

  56. Measure and cost dependent properties of information structures (pdf) (slides)
    Aditya Mahajan and Serdar Yüksel
    American Control Conference (ACC), Baltimore, MD, Jul 2002.

  57. A structural result for delayed sharing information structures (pdf)
    Ashutosh Nayyar, Aditya Mahajan, and Demosthenis Teneketzis
    American Control Conference (ACC), Baltimore, MD, Jul 2002.

  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), Austin, TX, Jun 2010.

  59. Opportunistic capacity and error exponent regions for variable length communication over compound channel with feedback (pdf) (slides)
    Aditya Mahajan and Sekhar Tatikonda
    Conference on Information Sciences and Systems (CISS), Princeton, NJ, Mar 2010.

  60. Optimal sequential transmission over degraded broadcast channels with nested feedback (pdf) (slides)
    Aditya Mahajan
    Allerton conference on communication, control, and computing, Monticello, IL, Oct 2002.

  61. Sequential team form and its simplification using graphical models (pdf) (slides)
    Aditya Mahajan and Sekhar Tatikonda
    Allerton conference on communication, control, and computing, Monticello, IL, Oct 2002.

  62. A training based scheme for communicating over unknown channels with feedback (pdf) (slides)
    Aditya Mahajan and Sekhar Tatikonda
    Allerton conference on communication, control, and computing, Monticello, IL, Oct 2002.

  63. A graphical modeling approach to simplifying sequential teams (pdf) (slides)
    Aditya Mahajan and Sekhar Tatikonda
    International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Seoul, South Korea, Jun 2009.

  64. Identifying tractable decentralized problems on the basis of information structures (pdf) (slides)
    Aditya Mahajan, Ashutosh Nayyar, and Demosthenis Teneketzis
    Allerton conference on communication, control, and computing, Monticello, IL, Sep 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), East Alephi, MD, Jun 2008.

  66. On time diagnosis of discrete event systems (pdf) (slides)
    Aditya Mahajan and Demosthenis Teneketzis
    International Workshop on Discrete Event Systems (WODES), Gothenburg, Sweden, May 2008.

  67. Real-time communication systems with noisy feedback (pdf) (slides)
    Aditya Mahajan and Demosthenis Teneketzis
    IEEE Information Theory Workshop (ITW), Lake Tahoe, CA, Sep 2007.

  68. Optimal performance of feedback control systems with limited communication over noisy channels (pdf) (slides)
    Aditya Mahajan and Demosthenis Teneketzis
    IEEE Conference on Decision and Control (CDC), San Diego, CA, Dec 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), Seattle, WA, Jul 2006.

  70. A decision theoretic approach to real-time communication (pdf) (slides)
    Aditya Mahajan and Demosthenis Teneketzis
    Allerton conference on communication, control, and computing, Monticello, IL, Sep 2005.

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