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Publications
2025
- Robustness to Modeling Errors in Risk-Sensitive Markov Decision Problems with Markov Risk Measures
Shiping Shao and Abhishek Gupta
IEEE Open Journal of Control Systems
- Dynamic Watermarking Algorithm for Finite Markov Decision Processes
Jiacheng Tang, Jiguo Song, and Abhishek Gupta
IEEE Open Journal of Control Systems
2024
- Model-free change point detection for mixing processes
Hao Chen, Abhishek Gupta, Yin Sun, and Ness Shroff
IEEE Open Journal of Control Systems
- Probabilistic contraction analysis of iterated random operators
Abhishek Gupta, Rahul Jain, and Peter Glynn
IEEE Transactions on Automatic Control
2023
- Discrete-time finite-horizon optimization of singularly perturbed nonlinear control systems with state-action constraints
Jianzong Pi and Abhishek Gupta
IEEE Control Systems Letters
- A deep reinforcement learning framework for eco-driving in connected and automated hybrid electric vehicles
Zhaoxuan Zhu, Shobhit Gupta, Abhishek Gupta, and Marcello Canova
IEEE Transactions on Vehicular Technology
- Scheduling EV Charging Having Demand With Different Reliability Constraints
Shiping Shao, Hossein Sartipizadeh, and Abhishek Gupta
IEEE Transactions on Intelligent Transportation Systems
- Preemptive scheduling of EV charging for providing demand response services
Shiping Shao, Farshad Harirchi, Devang Dave, and Abhishek Gupta
Sustainable Energy, Grids and Networks
- Rank reduction in bimatrix games
Joseph L. Heyman and Abhishek Gupta
International Game Theory Review
- Maximizing success rate of payment routing using non-stationary bandits
Aayush Chaudhary, Abhinav Rai, and Abhishek Gupta
2023 Proceedings of the Third International Conference on AI-ML Systems
- Cobalt: Optimizing Mining Rewards in Proof-of-Work Network Games
Arti Vedula, Abhishek Gupta, and Shaileshh Bojja Venkatakrishnan
2023 IEEE International Conference on Blockchain and Cryptocurrency (ICBC)
2022
- Nash equilibrium control policy against bus-off attacks in CAN networks
Jiacheng Tang, Shiping Shao, Jiguo Song, and Abhishek Gupta
IEEE Transactions on Information Forensics and Security
- A Computationally Efficient Algorithm for Perturbed Dynamic Programs (A-PDP)
Shobhit Gupta, Stefano D’Alessandro, Abhishek Gupta, Stephanie Stockar, and Marcello Canova
IEEE Control Systems Letters
- Fleet sizing and charger allocation in electric vehicle sharing systems
Yuntian Deng, Abhishek Gupta, and Ness B Shroff
IFAC Journal of Systems and Control
- Finite sample analysis of minmax variant of offline reinforcement learning for general MDPs
Jayanth Reddy Regatti and Abhishek Gupta
IEEE Open Journal of Control Systems
- Incentive design and profit sharing in multi-modal transportation networks
Yuntian Deng, Shiping Shao, Archak Mittal, Richard Twumasi-Boakye, James Fishelson, Abhishek Gupta, and Ness B Shroff
Transportation Research Part B: Methodological
- Learning in Constrained Markov Decision Processes
Rahul Singh, Abhishek Gupta, and Ness B Shroff
IEEE Transactions on Control of Network Systems
- Real-Time Ecodriving Control in Electrified Connected and Autonomous Vehicles Using Approximate Dynamic Programing
Shreshta Rajakumar Deshpande, Shobhit Gupta, Abhishek Gupta, and Marcello Canova
Journal of Dynamic Systems, Measurement, and Control
- Rank reduction in bimatrix games
Joseph L. Heyman and Abhishek Gupta
accepted in International Game Theory Review
- Safe Model-based Off-policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles
Zhaoxuan Zhu, Nicola Pivaro, Shobhit Gupta, Abhishek Gupta, and Marcello Canova
IEEE Transactions on Intelligent Vehicles
- An Algorithm to Warm Start Perturbed (WASP) Constrained Dynamic Programs
Abhishek Gupta, Shreshta Rajakumar Deshpande, and Marcello Canova
IEEE Open Journal of Control Systems
- Multi-objective vehicle rebalancing for ridehailing system using a reinforcement learning approach
Yuntian Deng, Hao Chen, Shiping Shao, Jiacheng Tang, Jianzong Pi, and Abhishek Gupta
Journal of Management Science and Engineering
- Change Detection of Markov Kernels with Unknown Pre and Post Change Kernel
Hao Chen, Jiacheng Tang, and Abhishek Gupta
2022 IEEE 61st Conference on Decision and Control (CDC)
- Byzantine Resilience With Reputation Scores
Jayanth Regatti, Hao Chen, and Abhishek Gupta
2022 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
- Interference constrained beam alignment for time-varying channels via kernelized bandits
Yuntian Deng, Xingyu Zhou, Arnob Ghosh, Abhishek Gupta, and Ness B Shroff
2022 20th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt)
- Weighted gaussian process bandits for non-stationary environments
Yuntian Deng, Xingyu Zhou, Baekjin Kim, Ambuj Tewari, Abhishek Gupta, and Ness Shroff
International Conference on Artificial Intelligence and Statistics
2021
- Fitted Value Iteration in Continuous MDPs With State Dependent Action Sets
Hao Li, Shiping Shao, and Abhishek Gupta
IEEE Control Systems Letters
- Sketching for Elimination of Communication Links in LQG Teams
Jiacheng Tang and Abhishek Gupta
IEEE Control Systems Letters
- Fair Pricing of Ridehailing Services with Asymmetric Demand and Travel Time
Shiping Shao, Archak Mittal, Richard Twumasi-Boakye, and Abhishek Gupta
IEEE Transactions on Control of Networked Systems
- Convergence of recursive stochastic algorithms using Wasserstein divergence
Abhishek Gupta and William B Haskell
SIAM Journal on Mathematics of Data Science
- Existence of Team-Optimal Strategies in Teams with Countable Observation Spaces
Abhishek Gupta
IEEE Transactions on Automatic Control
- Intelligent Health Monitoring System Hardware Design for Paralleled Devices with Fast dV/dt Output
Haoyang You, Han Wang, Jayanth Regatti, Jon Hall, Alec Schnabel, Boxue Hu, Julia Zhang, Abhishek Gupta, and Jin Wang
2021 IEEE International Electric Machines & Drives Conference (IEMDC)
- A Discussion of Artificial Intelligence Applications in SiC MOSFET Device Operation
Jayanth Regatti, Haoyang You, Han Wang, Jon Hall, Alec Schnabel, Boxue Hu, Julia Zhang, Jin Wang, and Abhishek Gupta
2021 IEEE International Electric Machines & Drives Conference (IEMDC)
- Two Algorithms for Computing Exact and Approximate Nash Equilibria in Bimatrix Games
Jianzong Pi, Joseph L. Heyman, and Abhishek Gupta
International Conference on Decision and Game Theory for Security
2020
- Existence of Team-Optimal Solutions in Static Teams with Common Information: A Topology of Information Approach
Abhishek Gupta
SIAM Journal on Control and Optimization
- Some Limit Properties of Markov Chains Induced by Recursive Stochastic Algorithms
Abhishek Gupta, Hao Chen, Jianzong Pi, and Gaurav Tendolkar
SIAM Journal on Mathematics of Data Science
2019
- Auctioning electricity under deep renewable integration using a penalty for shortfall
Balsam Dakhil and Abhishek Gupta
Sustainable Energy, Grids and Networks
- An empirical relative value learning algorithm for non-parametric mdps with continuous state space
Hiteshi Sharma, Rahul Jain, and Abhishek Gupta
2019 18th European Control Conference (ECC)
- Distributed SGD Generalizes Well Under Asynchrony
Jayanth Regatti, Gaurav Tendolkar, Yi Zhou, Abhishek Gupta, and Yingbin Liang
2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
- Traffic-Aware Adaptive Routing for Minimizing Fuel Consumption
Jayanth Regatti and Abhishek Gupta
2019 American Control Conference (ACC)
- A fast algorithm to reduce 2xn bimatrix games to rank-1 games
Joseph L. Heyman and Abhishek Gupta
2019 18th European Control Conference (ECC)
2018
- Colonel Blotto Game with Coalition Formation for Sharing Resources
Joseph L. Heyman and Abhishek Gupta
International Conference on Decision and Game Theory for Security
- Dynamic Economic Dispatch and Price Evolution under Ramping Constraints and Uncertain Demand
Abhishek Gupta, Balsam Dakhil, and Rahul Jain
2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
- Communication Link Elimination in Static LQG Teams
Jiacheng Tang and Abhishek Gupta
2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
- Selling Renewable Generation with a Penalty for Shortfall
B. Dakhil and A. {Gupta
2018 IEEE Conference on Decision and Control (CDC)
2017
- Information structures and values in zero-sum stochastic games
Ashutosh Nayyar and Abhishek Gupta
2017 American Control Conference (ACC)
2016
- Privacy-aware stochastic control with a ‘‘snoopy’’ adversary: A game-theoretic approach
Abhishek Gupta
2016 Annual Conference on Information Science and Systems (CISS)
2015
- Equilibria in two-stage electricity markets
Abhishek Gupta, Rahul Jain, Kameshwar Poolla, and Pravin Varaiya
54th IEEE Conference on Decision and Control (CDC)
- An empirical algorithm for relative value iteration for average-cost MDPs
Abhishek Gupta, Rahul Jain, and Peter W Glynn
54th IEEE Conference on Decision and Control (CDC)
- Scheduling, pricing, and efficiency of non-preemptive flexible loads under direct load control
Abhishek Gupta, Rahul Jain, and Ram Rajagopal
53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton)
2014
- Dynamic incentive design in multi-stage linear-Gaussian games with asymmetric information: A common information based approach
Abhishek Gupta and Tamer Başar
53rd IEEE Conference on Decision and Control (CDC)
- A three-Stage Colonel Blotto game: When to provide more information to an adversary
Abhishek Gupta, Tamer Başar, and Galina Schwartz
Decision and Game Theory for Security, Lecture Notes in Computer Science edited by R. Poovendran and W. Saad
- A three-Stage Colonel Blotto game with applications to cyberphysical security
Abhishek Gupta, Galina Schwartz, Cédric Langbort, Shankar S. Sastry, and Tamer Başar
Proc. 2014 American Control Conference (ACC)
- On the existence of optimal strategies in multi-agent stochastic teams
Abhishek Gupta, Serdar Yüksel, Cédric Langbort, and Tamer Başar
Proc. 2014 American Control Conference (ACC)
- On the existence of optimal strategies in a class of dynamic stochastic teams
Abhishek Gupta, Serdar Yüksel, and Tamer Başar
Proc. of 53rd IEEE Conference in Decision and Control (CDC)
- Dynamic incentive design in multi-stage linear-Gaussian games of asymmetric information: A common information based approach
Abhishek Gupta and Tamer Başar
Proc. of 53rd IEEE Conference in Decision and Control (CDC)
2012
- A dynamic transmitter-jammer game with asymmetric information
Abhishek Gupta, Ashutosh Nayyar, Cédric Langbort, and Tamer Başar
Proc. 51st IEEE Conference on Decision and Control
- On myopic strategies in dynamic adversarial team decision problems
Abhishek Gupta, Pulkit Grover, Cédric Langbort, and Tamer Başar
46th Annual Conference on Information Sciences and Systems (CISS)
2011
- Decentralized Opportunistic Navigation Strategies for Multi-agent Systems in the Presence of an Adversary
Sourabh Bhattacharya, Abhishek Gupta, and Tamer Başar
Proc. IFAC World Congress
- Decentralized control of multi-agent systems with an adversarial switching topology
Abhishek Gupta, Sourabh Bhattacharya, and Tamer Başar
Infotech @ Aerospace 2011
- One-stage control over an adversarial channel with finite codelength
Abhishek Gupta, Cédric Langbort, and Tamer Başar
Proc. 50th IEEE Conference on Decision and Control
2010
- Optimal control in the presence of an intelligent jammer with limited actions
Abhishek Gupta, Cédric Langbort, and Tamer Başar
Proc. 49th IEEE Conference on Decision and Control
2021
- Multi-Objective Vehicle Rebalancing for Ridehailing System using a Reinforcement Learning Approach
Yuntian Deng, Hao Chen, Shiping Shao, Jiacheng Tang, Jianzong Pi, and Abhishek Gupta
Accepted in Journal of Management Science and Engineering
- Fitted Value Iteration in Continuous MDPs With State Dependent Action Sets
Hao Li, Shiping Shao, and Abhishek Gupta
IEEE Control Systems Letters
- Sketching for Elimination of Communication Links in LQG Teams
Jiacheng Tang and Abhishek Gupta
IEEE Control Systems Letters
- Fair Pricing of Ridehailing Services with Asymmetric Demand and Travel Time
Shiping Shao, Archak Mittal, Richard Twumasi-Boakye, and Abhishek Gupta
Accepted in IEEE Transactions on Control of Networked Systems
- Convergence of recursive stochastic algorithms using Wasserstein divergence
Abhishek Gupta and William B Haskell
SIAM Journal on Mathematics of Data Science
- Existence of Team-Optimal Strategies in Teams with Countable Observation Spaces
Abhishek Gupta
IEEE Transactions on Automatic Control
2020
- Existence of Team-Optimal Solutions in Static Teams with Common Information: A Topology of Information Approach
Abhishek Gupta
SIAM Journal on Control and Optimization
- Some Limit Properties of Markov Chains Induced by Recursive Stochastic Algorithms
Abhishek Gupta, Hao Chen, Jianzong Pi, and Gaurav Tendolkar
SIAM Journal on Mathematics of Data Science
2019
- Auctioning electricity under deep renewable integration using a penalty for shortfall
Balsam Dakhil and Abhishek Gupta
Sustainable Energy, Grids and Networks
2017
- Dynamic Games With Asymmetric Information and Resource Constrained Players With Applications to Security of Cyberphysical Systems
Abhishek Gupta, Cédric Langbort, and Tamer Başar
IEEE Transactions on Control of Network Systems
2014
- Common information based Markov perfect equilibria for linear-Gaussian games with asymmetric information
Abhishek Gupta, Ashutosh Nayyar, Cédric Langbort, and Tamer Başar
SIAM Journal on Control and Optimization
2015
- On the existence of optimal policies for a class of static and sequential dynamic teams
Abhishek Gupta, Serdar Yüksel, Tamer Başar, and Cédric Langbort
SIAM Journal on Control and Optimization
2014
- The topology of information on the space of probability measures over Polish spaces
Martin Barbie and Abhishek Gupta
Journal of Mathematical Economics
- Common Information Based Markov Perfect Equilibria for Stochastic Games With Asymmetric Information: Finite Games
A. Nayyar, Abhishek Gupta, C. Langbort, and T. Başar
IEEE Transactions on Automatic Control
- A Three-Stage Colonel Blotto Game with Applications to Cyber-Physical Security
Abhishek Gupta, Galina Schwartz, Cedric Langbort, S Shankar Sastry, and Tamer Başar
Technical Report No. UCBEECS-2014-19, EECS Department, University of California at Berkeley/
2013
- Jamming in mobile networks: A game-theoretic approach
Sourabh Bhattacharya, Abhishek Gupta, and Tamer Başar
Numerical Algebra, Control & Optimization
2008
- PeV scale Left–Right symmetry and Baryon asymmetry of the Universe
Anjishnu Sarkar, Abhishek, and Urjit A Yajnik
Nuclear physics B
Thesis
- Control in the presence of an intelligent jammer with limited actions
Abhishek Gupta
University of Illinois at Urbana-Champaign
Illinois, USA
- Dynamic Sequential Decision Problems with Asymmetric Information: Some Existence Results
Abhishek Gupta
University of Illinois at Urbana-Champaign
Illinois, USA
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