Sub-optimality bounds for certainty equivalent policies in partially observed systems.

Aditya Mahajan McGill University, Montreal, Canada http://www.ece.mcgill.ca/~amahaj1/ https://orcid.org/0000-0001-8125-1191

Berk Bozkurt Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 Sub-optimality bounds for certainty equivalent policies in partially observed systems. 2026 February abs/2602.02814 CoRR https://doi.org/10.48550/arXiv.2602.02814 db/journals/corr/corr2602.html#abs-2602-02814 streams/journals/corr

Abhishek Gupta Aditya Mahajan Operator-Theoretic Foundations and Policy Gradient Methods for General MDPs with Unbounded Costs. 2026 March abs/2603.17875 CoRR https://doi.org/10.48550/arXiv.2603.17875 db/journals/corr/corr2603.html#abs-2603-17875 streams/journals/corr

Amit Sinha Matthieu Geist Aditya Mahajan Risk-seeking conservative policy iteration with agent-state based policies for Dec-POMDPs with guaranteed convergence. 2026 April abs/2604.09495 CoRR https://doi.org/10.48550/arXiv.2604.09495 db/journals/corr/corr2604.html#abs-2604-09495 streams/journals/corr

Amit Sinha Aditya Mahajan On the sensitivity of restless bandits solutions to uncertainty in the models of the arms. 2939-2969 2025 December 355 Ann. Oper. Res. 3 https://doi.org/10.1007/s10479-025-06821-3 db/journals/anor/anor355.html#SinhaM25 streams/journals/anor

Raihan Seraj Jerome Le Ny Aditya Mahajan Fatigue and Task Load Dependent Decision Referrals for Joint Binary Classification in Human-Automation Teams. 1315-1320 2025 9 IEEE Control. Syst. Lett. https://doi.org/10.1109/LCSYS.2025.3581647 db/journals/csysl/csysl9.html#SerajNM25 streams/journals/csysl

Borna Sayedana Peter E. Caines Aditya Mahajan Concentration of Cumulative Reward in Markov Decision Processes. 278:1-278:71 2025 26 J. Mach. Learn. Res. https://jmlr.org/papers/v26/24-2047.html db/journals/jmlr/jmlr26.html#SayedanaCM25

Mohammad Afshari Aditya Mahajan Best Linear Controllers for Decentralized Linear Quadratic Systems. 210-237 2025 February 38 J. Syst. Sci. Complex. 1 https://doi.org/10.1007/s11424-025-4505-9 db/journals/jossac/jossac38.html#AfshariM25 streams/journals/jossac

Berk Bozkurt Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 Model Approximation in MDPs With Unbounded Per-Step Cost. 4624-4639 2025 July 70 IEEE Trans. Autom. Control. 7 https://doi.org/10.1109/TAC.2025.3532181 db/journals/tac/tac70.html#BozkurtMNO25 streams/journals/tac

Raihan Seraj Aditya Mahajan Jerome Le Ny Dynamic Estimation of Mental Workload and Operator Accuracy for Time-Constrained Binary Classification Tasks. 809-818 2025 October 55 IEEE Trans. Hum. Mach. Syst. 5 https://doi.org/10.1109/THMS.2025.3591550 db/journals/thms/thms55.html#SerajMN25 streams/journals/thms

Berk Bozkurt Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 Generalized certainty equivalence based policies in partially observable systems. 317-322 2025 CDC https://doi.org/10.1109/CDC57313.2025.11312268 conf/cdc/2025 db/conf/cdc/cdc2025.html#BozkurtMNO25 streams/conf/cdc Mohamed-Amine Azzouz Shuang Gao Aditya Mahajan Low-Dimensional solutions for optimal control of network-coupled subsystems over a directed network. 4299-4305 2025 CDC https://doi.org/10.1109/CDC57313.2025.11312185 conf/cdc/2025 db/conf/cdc/cdc2025.html#AzzouzGM25 streams/conf/cdc Amit Sinha Matthieu Geist Aditya Mahajan Convergence of regularized agent-state-based Q-learning in POMDPs. 6063-6068 2025 CDC https://doi.org/10.1109/CDC57313.2025.11312431 conf/cdc/2025 db/conf/cdc/cdc2025.html#SinhaGM25 streams/conf/cdc Edwin Meriaux Aditya Mahajan Robust Shortest Path with Incremental Information Revelation. 2383-2389 2025 ECC https://doi.org/10.23919/ECC65951.2025.11187259 conf/eucc/2025 db/conf/eucc/ecc2025.html#MeriauxM25 streams/conf/eucc Gaspard Lambrechts Damien Ernst Aditya Mahajan A Theoretical Justification for Asymmetric Actor-Critic Algorithms. 2025 ICML https://proceedings.mlr.press/v267/lambrechts25a.html https://openreview.net/forum?id=F1yANMCnAn conf/icml/2025 db/conf/icml/icml2025.html#LambrechtsEM25 Aditee Kumthekar Li Wei Andrea Bettale Mahesh Sathiamoorthy Zrinka Puljiz Aditya Mahajan Never Miss an Episode: How LLMs are Powering Serial Content Discovery on YouTube. 1017-1021 2025 RecSys https://doi.org/10.1145/3705328.3748104 conf/recsys/2025 db/conf/recsys/recsys2025.html#KumthekarWBSPM25

Gaspard Lambrechts Damien Ernst Aditya Mahajan A Theoretical Justification for Asymmetric Actor-Critic Algorithms. 2025 January abs/2501.19116 CoRR https://doi.org/10.48550/arXiv.2501.19116 db/journals/corr/corr2501.html#abs-2501-19116 streams/journals/corr

Kesav Kaza Jerome Le Ny Aditya Mahajan Task load dependent decision referrals for joint binary classification in human-automation teams. 2025 April abs/2504.04248 CoRR https://doi.org/10.48550/arXiv.2504.04248 db/journals/corr/corr2504.html#abs-2504-04248 streams/journals/corr

Amit Sinha Matthieu Geist Aditya Mahajan Convergence of regularized agent-state-based Q-learning in POMDPs. 2025 August abs/2508.21314 CoRR https://doi.org/10.48550/arXiv.2508.21314 db/journals/corr/corr2508.html#abs-2508-21314 streams/journals/corr

Nima Akbarzadeh Aditya Mahajan Two families of indexable partially observable restless bandits and Whittle index computation. 102394 2024 163 Perform. Evaluation https://doi.org/10.1016/j.peva.2023.102394 db/journals/pe/pe163.html#AkbarzadehM24

Borna Sayedana Mohammad Afshari Peter E. Caines Aditya Mahajan Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems. 3952-3959 2024 June 69 IEEE Trans. Autom. Control. 6 https://doi.org/10.1109/TAC.2024.3351806 db/journals/tac/tac69.html#SayedanaACM24

Nima Akbarzadeh Aditya Mahajan On Learning Whittle Index Policy for Restless Bandits With Scalable Regret. 1190-1202 2024 September 11 IEEE Trans. Control. Netw. Syst. 3 https://doi.org/10.1109/TCNS.2023.3333402 db/journals/tcns/tcns11.html#AkbarzadehM24 streams/journals/tcns

Gandharv Patil Aditya Mahajan Doina Precup On learning history-based policies for controlling Markov decision processes. 3511-3519 2024 AISTATS https://proceedings.mlr.press/v238/patil24b.html conf/aistats/2024 db/conf/aistats/aistats2024.html#PatilMP24 Borna Sayedana Peter E. Caines Aditya Mahajan Asymptotic Normality of Cumulative Cost in Linear Quadratic Regulators. 1856-1862 2024 CDC https://doi.org/10.1109/CDC56724.2024.10886506 conf/cdc/2024 db/conf/cdc/cdc2024.html#SayedanaCM24 Aditya Mahajan Silviu-Iulian Niculescu Mathukumalli Vidyasagar Constant step-size stochastic approximation with delayed updates. 3303-3308 2024 CDC https://doi.org/10.1109/CDC56724.2024.10886824 conf/cdc/2024 db/conf/cdc/cdc2024.html#MahajanNV24 Aditya Mahajan Silviu-Iulian Niculescu Mathukumalli Vidyasagar A vector almost-supermartingale convergence theorem and its applications. 3877-3882 2024 CDC https://doi.org/10.1109/CDC56724.2024.10886079 conf/cdc/2024 db/conf/cdc/cdc2024.html#MahajanNV24a Amit Sinha Aditya Mahajan Agent-state based policies in POMDPs: Beyond belief-state MDPs. 6722-6735 2024 CDC https://doi.org/10.1109/CDC56724.2024.10886046 conf/cdc/2024 db/conf/cdc/cdc2024.html#SinhaM24 Tianwei Ni Benjamin Eysenbach Erfan Seyedsalehi Michel Ma Clement Gehring Aditya Mahajan Pierre-Luc Bacon Bridging State and History Representations: Understanding Self-Predictive RL. 2024 ICLR https://openreview.net/forum?id=ms0VgzSGF2 conf/iclr/2024 db/conf/iclr/iclr2024.html#NiESMGMB24 Amit Sinha Matthieu Geist Aditya Mahajan Periodic agent-state based Q-learning for POMDPs. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/71b52a5b3fe2e9303433a174b60e160d-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#SinhaGM24

Tianwei Ni Benjamin Eysenbach Erfan Seyedsalehi Michel Ma Clement Gehring Aditya Mahajan Pierre-Luc Bacon Bridging State and History Representations: Understanding Self-Predictive RL. 2024 abs/2401.08898 CoRR https://doi.org/10.48550/arXiv.2401.08898 db/journals/corr/corr2401.html#abs-2401-08898

Berk Bozkurt Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 Model approximation in MDPs with unbounded per-step cost. 2024 abs/2402.08813 CoRR https://doi.org/10.48550/arXiv.2402.08813 db/journals/corr/corr2402.html#abs-2402-08813

Amit Sinha Matthieu Geist Aditya Mahajan Periodic agent-state based Q-learning for POMDPs. 2024 abs/2407.06121 CoRR https://doi.org/10.48550/arXiv.2407.06121 db/journals/corr/corr2407.html#abs-2407-06121 streams/journals/corr

Amit Sinha Aditya Mahajan Agent-state based policies in POMDPs: Beyond belief-state MDPs. 2024 abs/2409.15703 CoRR https://doi.org/10.48550/arXiv.2409.15703 db/journals/corr/corr2409.html#abs-2409-15703 streams/journals/corr

Borna Sayedana Peter E. Caines Aditya Mahajan Concentration of Cumulative Reward in Markov Decision Processes. 2024 abs/2411.18551 CoRR https://doi.org/10.48550/arXiv.2411.18551 db/journals/corr/corr2411.html#abs-2411-18551 streams/journals/corr

Jayakumar Subramanian Amit Sinha Aditya Mahajan Robustness and Sample Complexity of Model-Based MARL for General-Sum Markov Games. 56-88 2023 March 13 Dyn. Games Appl. 1 https://doi.org/10.1007/s13235-023-00490-2 db/journals/dga/dga13.html#SubramanianSM23

Mohammad Afshari Aditya Mahajan Decentralized Linear Quadratic Systems With Major and Minor Agents and Non-Gaussian Noise. 4666-4681 2023 August 68 IEEE Trans. Autom. Control. 8 https://doi.org/10.1109/TAC.2022.3210049 db/journals/tac/tac68.html#AfshariM23

Sagar Sudhakara Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 Scalable Regret for Learning to Control Network-Coupled Subsystems With Unknown Dynamics. 2-14 2023 March 10 IEEE Trans. Control. Netw. Syst. 1 https://doi.org/10.1109/TCNS.2022.3184107 db/journals/tcns/tcns10.html#SudhakaraMNO23

Borna Sayedana Mohammad Afshari Peter E. Caines Aditya Mahajan Relative Almost Sure Regret Bounds for Certainty Equivalence Control of Markov Jump Systems. 6629-6634 2023 CDC https://doi.org/10.1109/CDC49753.2023.10383246 conf/cdc/2023 db/conf/cdc/cdc2023.html#SayedanaACM23 Amit Sinha Aditya Mahajan Asymmetric Actor-Critic with Approximate Information State. 7810-7816 2023 CDC https://doi.org/10.1109/CDC49753.2023.10383636 conf/cdc/2023 db/conf/cdc/cdc2023.html#SinhaM23 Berk Bozkurt Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 Weighted-Norm Bounds on Model Approximation in MDPs with Unbounded Per-Step Cost. 7817-7823 2023 CDC https://doi.org/10.1109/CDC49753.2023.10383590 conf/cdc/2023 db/conf/cdc/cdc2023.html#BozkurtMN023 Hadi Nekoei Akilesh Badrinaaraayanan Amit Sinha Mohammad Amini Janarthanan Rajendran Aditya Mahajan Sarath Chandar Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning. 376-398 2023 CoLLAs https://proceedings.mlr.press/v232/nekoei23a.html conf/collas/2023 db/conf/collas/collas2023.html#NekoeiBSARMC23

Hadi Nekoei Akilesh Badrinaaraayanan Amit Sinha Mohammad Amini Janarthanan Rajendran Aditya Mahajan Sarath Chandar Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning. 2023 abs/2302.02792 CoRR https://doi.org/10.48550/arXiv.2302.02792 db/journals/corr/corr2302.html#abs-2302-02792

Erfan Seyedsalehi Nima Akbarzadeh Amit Sinha Aditya Mahajan Approximate information state based convergence analysis of recurrent Q-learning. 2023 abs/2306.05991 CoRR https://doi.org/10.48550/arXiv.2306.05991 db/journals/corr/corr2306.html#abs-2306-05991

Jayakumar Subramanian Akshat Kumar Aditya Mahajan Mean-field games among teams. 2023 abs/2310.12282 CoRR https://doi.org/10.48550/arXiv.2310.12282 db/journals/corr/corr2310.html#abs-2310-12282

Jayakumar Subramanian Amit Sinha Raihan Seraj Aditya Mahajan Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems. 12:1-12:83 2022 23 J. Mach. Learn. Res. https://jmlr.org/papers/v23/20-1165.html db/journals/jmlr/jmlr23.html#SubramanianSSM22

Anirudha Jitani Aditya Mahajan Zhongwen Zhu Hatem Abou-Zeid Emmanuel Thepie Fapi Hakimeh Purmehdi Structure-Aware Reinforcement Learning for Node-Overload Protection in Mobile Edge Computing. 1881-1897 2022 8 IEEE Trans. Cogn. Commun. Netw. 4 https://doi.org/10.1109/TCCN.2022.3195503 db/journals/tccn/tccn8.html#JitaniMZAFP22

Shuang Gao Aditya Mahajan Optimal Control of Network-Coupled Subsystems: Spectral Decomposition and Low-Dimensional Solutions. 657-669 2022 9 IEEE Trans. Control. Netw. Syst. 2 https://doi.org/10.1109/TCNS.2021.3124259 db/journals/tcns/tcns9.html#GaoM22

Abhinav Dahiya Nima Akbarzadeh Aditya Mahajan Stephen L. Smith 0001 Scalable Operator Allocation for Multirobot Assistance: A Restless Bandit Approach. 1397-1408 2022 9 IEEE Trans. Control. Netw. Syst. 3 https://doi.org/10.1109/TCNS.2022.3153872 db/journals/tcns/tcns9.html#DahiyaAMS22

Borna Sayedana Mohammad Afshari Peter E. Caines Aditya Mahajan Thompson-Sampling Based Reinforcement Learning for Networked Control of Unknown Linear Systems. 723-730 2022 CDC https://doi.org/10.1109/CDC51059.2022.9992565 conf/cdc/2022 db/conf/cdc/cdc2022.html#SayedanaACM22 Nima Akbarzadeh Aditya Mahajan Partially observable restless bandits with restarts: indexability and computation of Whittle index. 4898-4904 2022 CDC https://doi.org/10.1109/CDC51059.2022.9992898 conf/cdc/2022 db/conf/cdc/cdc2022.html#AkbarzadehM22 Mukul Gagrani Sagar Sudhakara Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 A modified Thompson sampling-based learning algorithm for unknown linear systems. 6658-6665 2022 CDC https://doi.org/10.1109/CDC51059.2022.9992683 conf/cdc/2022 db/conf/cdc/cdc2022.html#GagraniSMN022 Borna Sayedana Mohammad Afshari Peter E. Caines Aditya Mahajan Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems. 6678-6685 2022 CDC https://doi.org/10.1109/CDC51059.2022.9993169 conf/cdc/2022 db/conf/cdc/cdc2022.html#SayedanaACM22a

Nima Akbarzadeh Aditya Mahajan On learning Whittle index policy for restless bandits with scalable regret. 2022 abs/2202.03463 CoRR https://arxiv.org/abs/2202.03463 db/journals/corr/corr2202.html#abs-2202-03463

Gandharv Patil Aditya Mahajan Doina Precup On learning history based policies for controlling Markov decision processes. 2022 abs/2211.03011 CoRR https://doi.org/10.48550/arXiv.2211.03011 db/journals/corr/corr2211.html#abs-2211-03011

Mohammad Afshari Aditya Mahajan Multi-Agent Estimation and Filtering for Minimizing Team Mean-Squared Error. 5206-5221 2021 69 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2021.3104981 db/journals/tsp/tsp69.html#AfshariM21

Mukul Gagrani Sagar Sudhakara Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 Thompson sampling for linear quadratic mean-field teams. 720-727 2021 CDC https://doi.org/10.1109/CDC45484.2021.9683030 conf/cdc/2021 db/conf/cdc/cdc2021.html#GagraniSMN021 Kesav Kaza Jerome Le Ny Aditya Mahajan Decision Referrals in Human-Automation Teams. 2842-2847 2021 CDC https://doi.org/10.1109/CDC45484.2021.9683407 conf/cdc/2021 db/conf/cdc/cdc2021.html#KazaNM21 Raihan Seraj Jerome Le Ny Aditya Mahajan Mean-field approximation for large-population beauty-contest games. 5233-5238 2021 CDC https://doi.org/10.1109/CDC45484.2021.9682877 conf/cdc/2021 db/conf/cdc/cdc2021.html#SerajNM21 Anirudha Jitani Aditya Mahajan Zhongwen Zhu Hatem Abou-Zeid Emmanuel Thepie Fapi Hakimeh Purmehdi Structure-aware reinforcement learning for node-overload protection in mobile edge computing. 1-6 2021 ICC https://doi.org/10.1109/ICC42927.2021.9500463 conf/icc/2021 db/conf/icc/icc2021.html#JitaniMZAFP21

Nima Akbarzadeh Aditya Mahajan Maintenance of a collection of machines under partial observability: Indexability and computation of Whittle index. 2021 abs/2104.05151 CoRR https://arxiv.org/abs/2104.05151 db/journals/corr/corr2104.html#abs-2104-05151

Anirudha Jitani Aditya Mahajan Zhongwen Zhu Hatem Abou-zeid Emmanuel Thepie Fapi Hakimeh Purmehdi Structure-aware reinforcement learning for node-overload protection in mobile edge computing. 2021 abs/2107.01025 CoRR https://arxiv.org/abs/2107.01025 db/journals/corr/corr2107.html#abs-2107-01025

Sagar Sudhakara Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 Scalable regret for learning to control network-coupled subsystems with unknown dynamics. 2021 abs/2108.07970 CoRR https://arxiv.org/abs/2108.07970 db/journals/corr/corr2108.html#abs-2108-07970

Mukul Gagrani Sagar Sudhakara Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 A relaxed technical assumption for posterior sampling-based reinforcement learning for control of unknown linear systems. 2021 abs/2108.08502 CoRR https://arxiv.org/abs/2108.08502 db/journals/corr/corr2108.html#abs-2108-08502

Jayakumar Subramanian Amit Sinha Aditya Mahajan Robustness and sample complexity of model-based MARL for general-sum Markov games. 2021 abs/2110.02355 CoRR https://arxiv.org/abs/2110.02355 db/journals/corr/corr2110.html#abs-2110-02355

Abhinav Dahiya Nima Akbarzadeh Aditya Mahajan Stephen L. Smith 0001 Scalable Operator Allocation for Multi-Robot Assistance: A Restless Bandit Approach. 2021 abs/2111.06437 CoRR https://arxiv.org/abs/2111.06437 db/journals/corr/corr2111.html#abs-2111-06437

Borna Sayedana Mohammad Afshari Peter E. Caines Aditya Mahajan Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Switched Linear Systems. 2021 abs/2112.10753 CoRR https://arxiv.org/abs/2112.10753 db/journals/corr/corr2112.html#abs-2112-10753

Jhelum Chakravorty Aditya Mahajan Remote Estimation Over a Packet-Drop Channel With Markovian State. 2016-2031 2020 65 IEEE Trans. Autom. Control. 5 https://doi.org/10.1109/TAC.2019.2926160 https://www.wikidata.org/entity/Q127571806 db/journals/tac/tac65.html#ChakravortyM20

Mohammad Afshari Aditya Mahajan Optimal Local and Remote Controllers With Unreliable Uplink Channels: An Elementary Proof. 3616-3622 2020 65 IEEE Trans. Autom. Control. 8 https://doi.org/10.1109/TAC.2019.2951658 db/journals/tac/tac65.html#AfshariM20

Jayakumar Subramanian Aditya Mahajan Renewal Monte Carlo: Renewal Theory-Based Reinforcement Learning. 3663-3670 2020 65 IEEE Trans. Autom. Control. 8 https://doi.org/10.1109/TAC.2019.2953089 db/journals/tac/tac65.html#SubramanianM20

Borna Sayedana Aditya Mahajan Counterexamples on the Monotonicity of Delay Optimal Strategies for Energy Harvesting Transmitters. 1070-1074 2020 9 IEEE Wirel. Commun. Lett. 7 https://doi.org/10.1109/LWC.2020.2981066 https://www.wikidata.org/entity/Q125028642 db/journals/wcl/wcl9.html#SayedanaM20

Aditya Mahajan Stephen Rock Completeness Seeking Probabilistic Coverage Estimation using Uncertain State Estimates. 6832-6837 2020 IROS https://doi.org/10.1109/IROS45743.2020.9340786 conf/iros/2020 db/conf/iros/iros2020.html#MahajanR20 Borna Sayedana Aditya Mahajan Edmund Yeh Cross-layer communication over fading channels with adaptive decision feedback. 230-237 2020 WiOpt https://dl.ifip.org/db/conf/wiopt/wiopt2020/70.pdf https://ieeexplore.ieee.org/document/9155327 conf/wiopt/2020 db/conf/wiopt/wiopt2020.html#SayedanaMY20

Mohammad Afshari Aditya Mahajan Decentralized linear quadratic systems with major and minor agents and non-Gaussian noise. 2020 abs/2004.11856 CoRR https://arxiv.org/abs/2004.11856 db/journals/corr/corr2004.html#abs-2004-11856

Nima Akbarzadeh Aditya Mahajan Restless bandits: indexability and computation of Whittle index. 2020 abs/2008.06111 CoRR https://arxiv.org/abs/2008.06111 db/journals/corr/corr2008.html#abs-2008-06111

Shuang Gao Aditya Mahajan Networked control of coupled subsystems: Spectral decomposition and low-dimensional solutions. 2020 abs/2009.12367 CoRR https://arxiv.org/abs/2009.12367 db/journals/corr/corr2009.html#abs-2009-12367

Jayakumar Subramanian Amit Sinha Raihan Seraj Aditya Mahajan Approximate information state for approximate planning and reinforcement learning in partially observed systems. 2020 abs/2010.08843 CoRR https://arxiv.org/abs/2010.08843 db/journals/corr/corr2010.html#abs-2010-08843

Mukul Gagrani Sagar Sudhakara Aditya Mahajan Ashutosh Nayyar Yi Ouyang 0002 Thompson sampling for linear quadratic mean-field teams. 2020 abs/2011.04686 CoRR https://arxiv.org/abs/2011.04686 db/journals/corr/corr2011.html#abs-2011-04686

Jayakumar Subramanian Aditya Mahajan Reinforcement Learning in Stationary Mean-field Games. 251-259 2019 AAMAS http://dl.acm.org/citation.cfm?id=3331700 conf/atal/2019 db/conf/atal/aamas2019.html#SubramanianM19 Jayakumar Subramanian Aditya Mahajan Approximate information state for partially observed systems. 1629-1636 2019 CDC https://doi.org/10.1109/CDC40024.2019.9029898 conf/cdc/2019 db/conf/cdc/cdc2019.html#SubramanianM19 Shuang Gao Aditya Mahajan Networked control of coupled subsystems: Spectral decomposition and low-dimensional solutions. 4514-4520 2019 CDC https://doi.org/10.1109/CDC40024.2019.9029266 conf/cdc/2019 db/conf/cdc/cdc2019.html#GaoM19 Nima Akbarzadeh Aditya Mahajan Restless bandits with controlled restarts: Indexability and computation of Whittle index. 7294-7300 2019 CDC https://doi.org/10.1109/CDC40024.2019.9029182 conf/cdc/2019 db/conf/cdc/cdc2019.html#AkbarzadehM19 Nima Akbarzadeh Aditya Mahajan Dynamic spectrum access under partial observations: A restless bandit approach. 1-6 2019 CWIT https://doi.org/10.1109/CWIT.2019.8929931 conf/cwit/2019 db/conf/cwit/cwit2019.html#AkbarzadehM19

Mohammad Afshari Aditya Mahajan Team Optimal Decentralized State Estimation. 2019 abs/1903.12018 CoRR http://arxiv.org/abs/1903.12018 db/journals/corr/corr1903.html#abs-1903-12018

Borna Sayedana Aditya Mahajan Counterexamples on the monotonicity of delay optimal strategies for energy harvesting transmitters. 2019 abs/1910.03556 CoRR http://arxiv.org/abs/1910.03556 db/journals/corr/corr1910.html#abs-1910-03556

Mohammad Afshari Aditya Mahajan Optimal local and remote controllers with unreliable uplink channels: An elementary proof. 2019 abs/1911.01473 CoRR http://arxiv.org/abs/1911.01473 db/journals/corr/corr1911.html#abs-1911-01473

Jhelum Chakravorty Aditya Mahajan Sufficient Conditions for the Value Function and Optimal Strategy to be Even and Quasi-Convex. 3858-3864 2018 63 IEEE Trans. Autom. Control. 11 https://doi.org/10.1109/TAC.2018.2800796 db/journals/tac/tac63.html#ChakravortyM18

Simon Li Ashish Khisti Aditya Mahajan Information-Theoretic Privacy for Smart Metering Systems with a Rechargeable Battery. 3679-3695 2018 64 IEEE Trans. Inf. Theory 5 https://doi.org/10.1109/TIT.2018.2809005 https://www.wikidata.org/entity/Q130198605 db/journals/tit/tit64.html#LiKM18

Sebin Mathew Karl H. Johannson Aditya Mahajan Optimal sampling of multiple linear processes over a shared medium. 1712-1718 2018 CDC https://doi.org/10.1109/CDC.2018.8619127 conf/cdc/2018 db/conf/cdc/cdc2018.html#MathewJM18 Jayakumar Subramanian Aditya Mahajan Aditya A. Paranjape On Controllability of Leader-Follower Dynamics over a Directed Graph. 2048-2055 2018 CDC https://doi.org/10.1109/CDC.2018.8619474 conf/cdc/2018 db/conf/cdc/cdc2018.html#SubramanianMP18 Mohammad Afshari Aditya Mahajan Team Optimal Decentralized State Estimation. 5044-5050 2018 CDC https://doi.org/10.1109/CDC.2018.8619493 conf/cdc/2018 db/conf/cdc/cdc2018.html#AfshariM18 Jayakumar Subramanian Aditya Mahajan Renewal Monte Carlo: Renewal Theory Based Reinforcement Learning. 5759-5764 2018 CDC https://doi.org/10.1109/CDC.2018.8619180 conf/cdc/2018 db/conf/cdc/cdc2018.html#SubramanianM18

Jayakumar Subramanian Aditya Mahajan Renewal Monte Carlo: Renewal theory based reinforcement learning. 2018 abs/1804.01116 CoRR http://arxiv.org/abs/1804.01116 db/journals/corr/corr1804.html#abs-1804-01116

Jhelum Chakravorty Aditya Mahajan Remote estimation over a packet-drop channel with Markovian state. 2018 abs/1807.09706 CoRR http://arxiv.org/abs/1807.09706 db/journals/corr/corr1807.html#abs-1807-09706

Jhelum Chakravorty Aditya Mahajan Fundamental Limits of Remote Estimation of Autoregressive Markov Processes Under Communication Constraints. 1109-1124 2017 62 IEEE Trans. Autom. Control. 3 https://doi.org/10.1109/TAC.2016.2580589 db/journals/tac/tac62.html#ChakravortyM17

Jhelum Chakravorty Jayakumar Subramanian Aditya Mahajan Stochastic approximation based methods for computing the optimal thresholds in remote-state estimation with packet drops. 462-467 2017 ACC https://doi.org/10.23919/ACC.2017.7962996 conf/amcc/2017 db/conf/amcc/acc2017.html#ChakravortySM17 Calvin Ma Aditya Mahajan Brett H. Meyer Multi-armed bandits for efficient lifetime estimation in MPSoC design. 1540-1545 2017 DATE https://doi.org/10.23919/DATE.2017.7927235 http://dl.acm.org/citation.cfm?id=3130739 conf/date/2017 db/conf/date/date2017.html#MaMM17 Yu Liu Ashish Khisti Aditya Mahajan On privacy in smart metering systems with periodically time-varying input distribution. 513-517 2017 GlobalSIP https://doi.org/10.1109/GlobalSIP.2017.8308696 conf/globalsip/2017 db/conf/globalsip/globalsip2017.html#LiuKM17 Jhelum Chakravorty Aditya Mahajan Structure of optimal strategies for remote estimation over Gilbert-Elliott channel with feedback. 1272-1276 2017 ISIT https://doi.org/10.1109/ISIT.2017.8006733 conf/isit/2017 db/conf/isit/isit2017.html#ChakravortyM17 Aditya Mahajan Remote Estimation over Control Area Networks. 1-5 2017 VTC Fall https://doi.org/10.1109/VTCFall.2017.8288388 conf/vtc/2017f db/conf/vtc/vtc2017f.html#Mahajan17

Jhelum Chakravorty Aditya Mahajan Structure of optimal strategies for remote estimation over Gilbert-Elliott channel with feedback. 2017 abs/1701.05943 CoRR http://arxiv.org/abs/1701.05943 db/journals/corr/corr1701.html#ChakravortyM17

Aditya Mahajan Mehnaz Mannan Decentralized stochastic control. 109-126 2016 241 Ann. Oper. Res. 1-2 https://doi.org/10.1007/s10479-014-1652-0 db/journals/anor/anor241.html#MahajanM16

Simon Li Ashish Khisti Aditya Mahajan Privacy-optimal strategies for smart metering systems with a rechargeable battery. 2080-2085 2016 ACC https://doi.org/10.1109/ACC.2016.7525225 conf/amcc/2016 db/conf/amcc/acc2016.html#LiKM16 Jhelum Chakravorty Aditya Mahajan Structural results for two-user interactive communication. 145-149 2016 ISIT https://doi.org/10.1109/ISIT.2016.7541278 conf/isit/2016 db/conf/isit/isit2016.html#ChakravortyM16 Jhelum Chakravorty Aditya Mahajan Fundamental limits of remote estimation of autoregressive Markov processes under communication constraints. 1-16 2016 ITA https://doi.org/10.1109/ITA.2016.7888147 conf/ita/2016 db/conf/ita/ita2016.html#ChakravortyM16

Aditya Mahajan Sekhar Tatikonda An algorithmic approach to identify irrelevant information in sequential teams. 178-191 2015 61 Autom. https://doi.org/10.1016/j.automatica.2015.08.002 db/journals/automatica/automatica61.html#MahajanT15

Aditya Mahajan Ashutosh Nayyar Sufficient Statistics for Linear Control Strategies in Decentralized Systems With Partial History Sharing. 2046-2056 2015 60 IEEE Trans. Autom. Control. 8 https://doi.org/10.1109/TAC.2015.2398884 db/journals/tac/tac60.html#MahajanN15

Jalal Arabneydi Aditya Mahajan Reinforcement learning in decentralized stochastic control systems with partial history sharing. 5449-5456 2015 ACC https://doi.org/10.1109/ACC.2015.7172192 conf/amcc/2015 db/conf/amcc/acc2015.html#ArabneydiM15 Prokopis C. Prokopiou Peter E. Caines Aditya Mahajan An estimation based allocation rule with super-linear regret and finite lock-on time for time-dependent multi-armed bandit processes. 1299-1306 2015 CCECE https://doi.org/10.1109/CCECE.2015.7129466 conf/ccece/2015 db/conf/ccece/ccece2015.html#ProkopiouCM15 Can Cui Aditya Mahajan On computing optimal thresholds in decentralized sequential hypothesis testing. 5284-5289 2015 CDC https://doi.org/10.1109/CDC.2015.7403046 conf/cdc/2015 db/conf/cdc/cdc2015.html#CuiM15 Jalal Arabneydi Aditya Mahajan Team-optimal solution of finite number of mean-field coupled LQG subsystems. 5308-5313 2015 CDC https://doi.org/10.1109/CDC.2015.7403050 conf/cdc/2015 db/conf/cdc/cdc2015.html#ArabneydiM15 Jhelum Chakravorty Aditya Mahajan Distortion-transmission trade-off in real-time transmission of Gauss-Markov sources. 1387-1391 2015 ISIT https://doi.org/10.1109/ISIT.2015.7282683 conf/isit/2015 db/conf/isit/isit2015.html#ChakravortyM15 Jhelum Chakravorty Aditya Mahajan Distortion-transmission trade-off in real-time transmission of Markov sources. 1-5 2015 ITW https://doi.org/10.1109/ITW.2015.7133149 conf/itw/2015 db/conf/itw/itw2015.html#ChakravortyM15 Simon Li Ashish Khisti Aditya Mahajan Structure of optimal privacy-preserving policies in smart-metered systems with a rechargeable battery. 375-379 2015 SPAWC https://doi.org/10.1109/SPAWC.2015.7227063 conf/spawc/2015 db/conf/spawc/spawc2015.html#LiKM15

Jhelum Chakravorty Aditya Mahajan Fundamental limits of remote estimation of Markov processes under communication constraints. 2015 abs/1505.04829 CoRR http://arxiv.org/abs/1505.04829 db/journals/corr/corr1505.html#ChakravortyM15

Simon Li Ashish Khisti Aditya Mahajan Privacy-Optimal Strategies for Smart Metering Systems with a Rechargeable Battery. 2015 abs/1510.07170 CoRR http://arxiv.org/abs/1510.07170 db/journals/corr/corr1510.html#LiKM15

Jhelum Chakravorty Aditya Mahajan Average cost optimal threshold strategies for remote estimation with communication cost. 335-342 2014 Allerton https://doi.org/10.1109/ALLERTON.2014.7028474 conf/allerton/2014 db/conf/allerton/allerton2014.html#ChakravortyM14 Jhelum Chakravorty Aditya Mahajan On the optimal thresholds in remote state estimation with communication costs. 1041-1046 2014 CDC https://doi.org/10.1109/CDC.2014.7039519 conf/cdc/2014 db/conf/cdc/cdc2014.html#ChakravortyM14 Jalal Arabneydi Aditya Mahajan Team optimal control of coupled subsystems with mean-field sharing. 1669-1674 2014 CDC https://doi.org/10.1109/CDC.2014.7039639 conf/cdc/2014 db/conf/cdc/cdc2014.html#ArabneydiM14 Mehnaz Mannan Aditya Mahajan Simultaneous real-time transmission of multiple Markov sources over a shared channel. 2356-2360 2014 ISIT https://doi.org/10.1109/ISIT.2014.6875255 conf/isit/2014 db/conf/isit/isit2014.html#MannanM14

Aditya Mahajan Ashutosh Nayyar Sufficient statistics for linear control strategies in decentralized systems with partial history sharing. 2014 abs/1403.2739 CoRR http://arxiv.org/abs/1403.2739 db/journals/corr/corr1403.html#MahajanN14

Jhelum Chakravorty Aditya Mahajan Distortion-transmission trade-off in real-time transmission of Markov sources. 2014 abs/1412.3199 CoRR http://arxiv.org/abs/1412.3199 db/journals/corr/corr1412.html#ChakravortyM14

Ashutosh Nayyar Aditya Mahajan Demosthenis Teneketzis Decentralized Stochastic Control with Partial History Sharing: A Common Information Approach. 1644-1658 2013 58 IEEE Trans. Autom. Control. 7 https://doi.org/10.1109/TAC.2013.2239000 db/journals/tac/tac58.html#NayyarMT13

Aditya Mahajan Optimal Decentralized Control of Coupled Subsystems With Control Sharing. 2377-2382 2013 58 IEEE Trans. Autom. Control. 9 https://doi.org/10.1109/TAC.2013.2251807 db/journals/tac/tac58.html#Mahajan13

Aditya Mahajan Nuno C. Martins Serdar Yüksel Static LQG teams with countably infinite players. 6765-6770 2013 CDC https://doi.org/10.1109/CDC.2013.6760961 conf/cdc/2013 db/conf/cdc/cdc2013.html#MahajanMY13

Aditya Mahajan M. S. Dahiya Hitesh P. Sanghvi Forensic Analysis of Instant Messenger Applications on Android Devices http://arxiv.org/abs/1304.4915 2013 CoRR abs/1304.4915 db/journals/corr/corr1304.html#abs-1304-4915

Aditya Mahajan Mehnaz Mannan Decentralized stochastic control. 2013 CoRR http://arxiv.org/abs/1310.4545 abs/1310.4545 db/journals/corr/corr1310.html#MahajanM13

Aditya Mahajan Sekhar Tatikonda Opportunistic Capacity and Error Exponent Region for the Compound Channel With Feedback. 4331-4341 2012 58 IEEE Trans. Inf. Theory 7 https://doi.org/10.1109/TIT.2012.2191689 db/journals/tit/tit58.html#MahajanT12

Aditya Mahajan Nuno C. Martins Michael Rotkowitz Serdar Yüksel Information structures in optimal decentralized control. 1291-1306 2012 CDC https://doi.org/10.1109/CDC.2012.6425819 conf/cdc/2012 db/conf/cdc/cdc2012.html#MahajanMRY12 Aditya Mahajan On optimal block Markov coding schemes for multiple-access channel with feedback. 1-4 2012 CISS https://doi.org/10.1109/CISS.2012.6310909 conf/ciss/2012 db/conf/ciss/ciss2012.html#Mahajan12 Aditya Mahajan Structure of optimal policies in active sensing. 5265-5268 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6289108 conf/icassp/2012 db/conf/icassp/icassp2012.html#Mahajan12

Sumit Sharma 0004 Rohitt Sharma Paramjit Singh Aditya Mahajan Age Based User Interface in Mobile Operating System http://arxiv.org/abs/1205.1687 2012 CoRR abs/1205.1687 db/journals/corr/corr1205.html#abs-1205-1687

Ashutosh Nayyar Aditya Mahajan Demosthenis Teneketzis Decentralized Stochastic Control with Partial History Sharing: A Common Information Approach http://arxiv.org/abs/1209.1695 2012 CoRR abs/1209.1695 db/journals/corr/corr1209.html#abs-1209-1695

Ashutosh Nayyar Aditya Mahajan Demosthenis Teneketzis Optimal Control Strategies in Delayed Sharing Information Structures. 1606-1620 2011 56 IEEE Trans. Autom. Control. 7 https://doi.org/10.1109/TAC.2010.2089381 db/journals/tac/tac56.html#NayyarMT11

Aditya Mahajan Optimal decentralized control of coupled subsystems with control sharing. 5726-5731 2011 CDC/ECC https://doi.org/10.1109/CDC.2011.6160970 conf/cdc/2011 db/conf/cdc/cdc2011.html#Mahajan11

Aditya Mahajan Optimal decentralized control of coupled subsystems with control sharing http://arxiv.org/abs/1112.6220 2011 CoRR abs/1112.6220 db/journals/corr/corr1112.html#abs-1112-6220

David I. Shuman Ashutosh Nayyar Aditya Mahajan Yuriy Goykhman Ke Li Mingyan Liu Demosthenis Teneketzis Mahta Moghaddam Dara Entekhabi Measurement Scheduling for Soil Moisture Sensing: From Physical Models to Optimal Control. 1918-1933 2010 98 Proc. IEEE 11 https://doi.org/10.1109/JPROC.2010.2052532 db/journals/pieee/pieee98.html#ShumanNMGLLTME10

Mahta Moghaddam Dara Entekhabi Yuriy Goykhman Ke Li Mingyan Liu Aditya Mahajan Ashutosh Nayyar David I. Shuman Demosthenis Teneketzis A Wireless Soil Moisture Smart Sensor Web Using Physics-Based Optimal Control: Concept and Initial Demonstrations. 522-535 2010 3 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4-1 https://doi.org/10.1109/JSTARS.2010.2052918 db/journals/staeors/staeors3.html#MoghaddamEGLLMN10

Aditya Mahajan Optimal transmission policies for two-user multiple access broadcast using dynamic team theory. 806-813 2010 Allerton https://doi.org/10.1109/ALLERTON.2010.5706991 conf/allerton/2010 db/conf/allerton/allerton2010.html#Mahajan10 Ashutosh Nayyar Aditya Mahajan Demosthenis Teneketzis A structural result for delayed sharing information structures. 6391-6396 2010 ACC https://doi.org/10.1109/ACC.2010.5531478 conf/amcc/2010 db/conf/amcc/acc2010.html#NayyarMT10 Aditya Mahajan Serdar Yüksel Measure and cost dependent properties of information structures. 6397-6402 2010 ACC https://doi.org/10.1109/ACC.2010.5531479 conf/amcc/2010 db/conf/amcc/acc2010.html#MahajanY10 Aditya Mahajan Sekhar Tatikonda Opportunistic capacity and error exponent regions for variable length communication over compound channel with feedback. 1-6 2010 CISS https://doi.org/10.1109/CISS.2010.5464950 conf/ciss/2010 db/conf/ciss/ciss2010.html#MahajanT10 Aditya Mahajan Sekhar Tatikonda Opportunistic capacity and error exponent regions for compound channel with feedback. 236-240 2010 ISIT https://doi.org/10.1109/ISIT.2010.5513234 conf/isit/2010 db/conf/isit/isit2010.html#MahajanT10

Ashutosh Nayyar Aditya Mahajan Demosthenis Teneketzis Optimal Control Strategies in Delayed Sharing Information Structures http://arxiv.org/abs/1002.4172 2010 CoRR abs/1002.4172 db/journals/corr/corr1002.html#abs-1002-4172

Aditya Mahajan Optimal sequential transmission over broadcast channel with nested feedback http://arxiv.org/abs/1004.1155 2010 CoRR abs/1004.1155 db/journals/corr/corr1004.html#abs-1004-1155

Aditya Mahajan Demosthenis Teneketzis Optimal Performance of Networked Control Systems with Nonclassical Information Structures. 1377-1404 2009 48 SIAM J. Control. Optim. 3 https://doi.org/10.1137/060678130 db/journals/siamco/siamco48.html#MahajanT09

Aditya Mahajan Demosthenis Teneketzis Optimal design of sequential real-time communication systems. 5317-5338 2009 55 IEEE Trans. Inf. Theory 11 https://doi.org/10.1109/TIT.2009.2030462 db/journals/tit/tit55.html#MahajanT09

Aditya Mahajan Sekhar Tatikonda Sequential team form and its simplification using graphical models. 330-339 2009 Allerton https://doi.org/10.1109/ALLERTON.2009.5394900 conf/allerton/2009 db/conf/allerton/allerton2009.html#MahajanT09 Aditya Mahajan Sekhar Tatikonda A training based scheme for communicating over unknown channels with feedback. 1549-1553 2009 Allerton https://doi.org/10.1109/ALLERTON.2009.5394490 conf/allerton/2009 db/conf/allerton/allerton2009.html#MahajanT09a Aditya Mahajan Sekhar Tatikonda A Graphical modeling approach to simplifying sequential teams. 1-8 2009 WiOpt https://doi.org/10.1109/WIOPT.2009.5291560 http://eudl.eu/doi/10.1109/WIOPT.2009.5291560 conf/wiopt/2009 db/conf/wiopt/wiopt2009.html#MahajanT09

Aditya Mahajan Sekhar Tatikonda A training-based scheme for communicating over unknown channels with feedback http://arxiv.org/abs/0911.2023 2009 CoRR abs/0911.2023 db/journals/corr/corr0911.html#abs-0911-2023

Aditya Mahajan Demosthenis Teneketzis On the design of globally optimal communication strategies for real-time noisy communication systems with noisy feedback. 580-595 2008 26 IEEE J. Sel. Areas Commun. 4 https://doi.org/10.1109/JSAC.2008.080502 db/journals/jsac/jsac26.html#MahajanT08

Aditya Mahajan Ashutosh Nayyar Demosthenis Teneketzis Identifying tractable decentralized control problems on the basis of information structure. 1440-1449 2008 Allerton https://doi.org/10.1109/ALLERTON.2008.4797732 conf/allerton/2008 db/conf/allerton/allerton2008.html#MahajanNT08 Mahta Moghaddam Dara Entekhabi Yuriy Goykhman Mingyan Liu Aditya Mahajan Ashutosh Nayyar David I. Shuman Demosthenis Teneketzis A Soil Moisture Smart Sensor Web using Data Assimilation and Optimal Control: Formulation and First Laboratory Demonstration. V:140-143 2008 IGARSS (5) https://doi.org/10.1109/IGARSS.2008.4780047 conf/igarss/2008 db/conf/igarss/igarss2008.html#MoghaddamEGLMNST08

Aditya Mahajan Demosthenis Teneketzis On Real-Time Communication Systems with Noisy Feedback http://arxiv.org/abs/0709.3753 2007 CoRR abs/0709.3753 db/journals/corr/corr0709.html#abs-0709-3753

Aditya Mahajan Manu Agarwal Ajit Kumar Chaturvedi A novel method for down-conversion of multiple bandpass signals. 427-434 2006 5 IEEE Trans. Wirel. Commun. 2 https://doi.org/10.1109/TWC.2006.1611066 db/journals/twc/twc5.html#MahajanAC06

Aditya Mahajan Demosthenis Teneketzis Optimal Performance of Feedback Control Systems with Limited Communication over Noisy Channels. 3228-3235 2006 CDC https://doi.org/10.1109/CDC.2006.377735 conf/cdc/2006 db/conf/cdc/cdc2006.html#MahajanT06 Aditya Mahajan Demosthenis Teneketzis Fixed Delay Optimal Joint Source-Channel Coding for Finite-Memory Systems. 2319-2323 2006 ISIT https://doi.org/10.1109/ISIT.2006.261981 conf/isit/2006 db/conf/isit/isit2006.html#MahajanT06

Baquer Mazhari Aditya Mahajan An improved interpretation of depletion approximation in p-n-junctions. 60-62 2005 48 IEEE Trans. Educ. 1 https://doi.org/10.1109/TE.2004.832876 db/journals/te/te48.html#MazhariM05

Aditya Mahajan Demosthenis Teneketzis A Decision Theoretic Framework for Real-Time Communication http://arxiv.org/abs/cs/0511026 2005 CoRR abs/cs/0511026 db/journals/corr/corr0511.html#abs-cs-0511026

Hatem Abou-ZeidHatem Abou-zeid Mohammad Afshari Manu Agarwal Nima Akbarzadeh Mohammad Amini Jalal Arabneydi Mohamed-Amine Azzouz Pierre-Luc Bacon Akilesh Badrinaaraayanan Andrea Bettale Berk Bozkurt Peter E. Caines Jhelum Chakravorty Sarath Chandar Ajit Kumar Chaturvedi Can Cui Abhinav Dahiya M. S. Dahiya Dara Entekhabi Damien Ernst Benjamin Eysenbach Emmanuel Thepie Fapi Mukul Gagrani Shuang Gao Clement Gehring Matthieu Geist Yuriy Goykhman Abhishek Gupta Anirudha Jitani Karl H. Johannson Kesav Kaza Ashish Khisti Akshat Kumar Aditee Kumthekar Gaspard Lambrechts Ke Li Simon Li Mingyan Liu Yu Liu Calvin Ma Michel Ma Mehnaz Mannan Nuno C. Martins Sebin Mathew Baquer Mazhari Edwin Meriaux Brett H. Meyer Mahta Moghaddam Ashutosh Nayyar Hadi Nekoei Tianwei Ni Silviu-Iulian Niculescu Jerome Le Ny Yi Ouyang 0002 Aditya A. Paranjape Gandharv Patil Doina Precup Prokopis C. Prokopiou Zrinka Puljiz Hakimeh Purmehdi Janarthanan Rajendran Stephen Rock Michael Rotkowitz Hitesh P. Sanghvi Maheswaran SathiamoorthyMahesh Sathiamoorthy Borna Sayedana Raihan Seraj Erfan Seyedsalehi Rohitt Sharma Sumit Sharma 0004 David I. Shuman Paramjit Singh Amit Sinha Stephen L. Smith 0001 Jayakumar Subramanian Sagar Sudhakara Sekhar Tatikonda Demosthenis Teneketzis Mathukumalli Vidyasagar Li Wei Edmund M. YehEdmund Yeh Serdar Yüksel Zhongwen Zhu