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Publications
2023
- Probabilistic contraction analysis of iterated random operators
Abhishek Gupta, Rahul Jain, and Peter Glynn
IEEE Transactions on Automatic Control
- 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
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
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
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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