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