Faculty

Institution

Unit

Venue

Abhishek Gupta

Associate Professor

Ohio State University

Affiliations

College of Engineering

Electrical and Computer Engineering

Abhishek Gupta is currently serving as a College Of Engineering Associate Professor at Ohio State University.

Honors

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Experiences

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Education

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Abhishek Gupta

Ohio State University

Associate Professor

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computer science machine learning systems engineering applied mathematics reinforcement learning game theory parallel computing high performance computer architecture computer engineering cluster computing scalability distributed systems cloud computing control optimization automatic control cloud resource management computer architecture robotics parallel programming communication security cloud computing architecture virtualized infrastructure asymmetric information computational intelligence swarm intelligence control science hpc applications vehicular technology dexterous manipulation cloud scheduling imperfect information game algorithmic game theory control engineering cyber conflict group decision deep reinforcement learning power-efficient computing vehicle control information theory object manipulation common information robot learning data security wireless communications networked system design multi-task learning virtual resource partitioning job scheduler scalable computing scheduling (computing) cloud load balancing parallel performance evaluation supervised learning algorithmic learning scheduling (production processes) scheduling problems networked control constrained optimization multi-agent mechanism design decentralised system combinatorial games multiple demonstrations static teams malleable jobs jamming attack recursive stochastic algorithms intelligent automation imitative learning soft actor-critic algorithms context translation raw video multi-robot transfer human demonstrations soft robotic hand migratable objects runtime system introspection artificial intelligence algorithmic trading computational economics economic theory technological forecasting economics economics and computation financial engineering theoretical economics finance

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Model-Free Change Point Detection for Mixing Processes. IEEE Open Journal of Control Systems (2024)

Hao ChenAbhishek GuptaYin SunNess Shroff

automatic controlsystems engineeringcontrol engineeringcontrol scienceprocess controlcontrol system technologymodeling and simulation

Probabilistic Contraction Analysis of Iterated Random Operators. IEEE Transactions on Automatic Control (2024)

Abhishek GuptaRahul JainPeter Glynn

iterated random operatorsautomatic controlelectrical engineeringprobability theoryprobabilistic contraction analysisapplied mathematicsformal methods

Semantically Controllable Augmentations for Generalizable Robot Learning. The International Journal of Robotics Research (2024)

Zoey ChenZhao MandiHomanga BharadhwajMohit SharmaShuran SongAbhishek GuptaVikash Kumar

computer sciencerobot learninggeneralizable robot learningdata augmentationcontrollable augmentationsroboticsmachine learning

URDFORMER: A Pipeline for Constructing Articulated Simulation Environments From Real-World Images. arXiv (Cornell University) (2024)

Qiuyu ChenAaron WalsmanMarius MemmelKaichun MoAlex FangDieter FoxAbhishek Gupta

systems engineeringreal-world imagesvirtual realityarticulated simulation environments

A Deep Reinforcement Learning Framework for Eco-Driving in Connected and Automated Hybrid Electric Vehicles. IEEE Transactions on Vehicular Technology (2023)

Zhaoxuan ZhuShobhit GuptaAbhishek GuptaMarcello Canova

artificial intelligencesystems engineeringvehicle controlelectrical engineeringenvironmental engineeringdeep reinforcement learningvehicle technologytransportation engineeringvehicular technology

COBALT: Optimizing Mining Rewards in Proof-Of-Work Network Games. 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) (2023)

Arti VedulaAbhishek GuptaShaileshh Bojja Venkatakrishnan

network optimizationcomputer scienceinternet of thingsreward systemsproof-of-work network gamesmining rewards

Discrete-Time Finite-Horizon Optimization of Singularly Perturbed Nonlinear Control Systems With State-Action Constraints. IEEE Control Systems Letters (2023)

Jianzong PiAbhishek Gupta

electrical engineeringstate-action constraintsdiscrete-time finite-horizon optimization

Learning in Constrained Markov Decision Processes. IEEE Transactions on Control of Network Systems (2023)

Rahul SinghAbhishek GuptaNess B. Shroff

computer sciencesystems engineeringautomatic controlnetworked controllearning controlsupervised learningcontrol optimizationcontrol systemsalgorithmic learningcontrol system technologyconstrained optimizationreinforcement learningapplied mathematicsmachine learning

Maximizing Success Rate of Payment Routing Using Non-Stationary Bandits. (2023)

Aayush ChaudharyAbhinav RaiAbhishek Gupta

computer sciencenon-stationary banditsreinforcement learningsuccess rate

Scheduling Ev Charging Having Demand With Different Reliability Constraints. IEEE Transactions on Intelligent Transportation Systems (2023)

Shiping ShaoHossein SartipizadehAbhishek Gupta

pricing policyenergy managementelectric vehicleselectrical engineeringscheduling (production processes)scheduling analysisscheduling problems

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Abhishek Gupta

Associate Professor

Ohio State University

Affiliations

College of Engineering

Electrical and Computer Engineering

Abhishek Gupta is currently serving as a College Of Engineering Associate Professor at Ohio State University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Abhishek Gupta

Ohio State University

Associate Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Model-Free Change Point Detection for Mixing Processes. IEEE Open Journal of Control Systems (2024)

Hao ChenAbhishek GuptaYin SunNess Shroff

automatic controlsystems engineeringcontrol engineeringcontrol scienceprocess controlcontrol system technologymodeling and simulation

Probabilistic Contraction Analysis of Iterated Random Operators. IEEE Transactions on Automatic Control (2024)

Abhishek GuptaRahul JainPeter Glynn

iterated random operatorsautomatic controlelectrical engineeringprobability theoryprobabilistic contraction analysisapplied mathematicsformal methods

Semantically Controllable Augmentations for Generalizable Robot Learning. The International Journal of Robotics Research (2024)

Zoey ChenZhao MandiHomanga BharadhwajMohit SharmaShuran SongAbhishek GuptaVikash Kumar

computer sciencerobot learninggeneralizable robot learningdata augmentationcontrollable augmentationsroboticsmachine learning

URDFORMER: A Pipeline for Constructing Articulated Simulation Environments From Real-World Images. arXiv (Cornell University) (2024)

Qiuyu ChenAaron WalsmanMarius MemmelKaichun MoAlex FangDieter FoxAbhishek Gupta

systems engineeringreal-world imagesvirtual realityarticulated simulation environments

A Deep Reinforcement Learning Framework for Eco-Driving in Connected and Automated Hybrid Electric Vehicles. IEEE Transactions on Vehicular Technology (2023)

Zhaoxuan ZhuShobhit GuptaAbhishek GuptaMarcello Canova

artificial intelligencesystems engineeringvehicle controlelectrical engineeringenvironmental engineeringdeep reinforcement learningvehicle technologytransportation engineeringvehicular technology

COBALT: Optimizing Mining Rewards in Proof-Of-Work Network Games. 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) (2023)

Arti VedulaAbhishek GuptaShaileshh Bojja Venkatakrishnan

network optimizationcomputer scienceinternet of thingsreward systemsproof-of-work network gamesmining rewards

Discrete-Time Finite-Horizon Optimization of Singularly Perturbed Nonlinear Control Systems With State-Action Constraints. IEEE Control Systems Letters (2023)

Jianzong PiAbhishek Gupta

electrical engineeringstate-action constraintsdiscrete-time finite-horizon optimization

Learning in Constrained Markov Decision Processes. IEEE Transactions on Control of Network Systems (2023)

Rahul SinghAbhishek GuptaNess B. Shroff

Maximizing Success Rate of Payment Routing Using Non-Stationary Bandits. (2023)

Aayush ChaudharyAbhinav RaiAbhishek Gupta

computer sciencenon-stationary banditsreinforcement learningsuccess rate

Scheduling Ev Charging Having Demand With Different Reliability Constraints. IEEE Transactions on Intelligent Transportation Systems (2023)

Shiping ShaoHossein SartipizadehAbhishek Gupta

pricing policyenergy managementelectric vehicleselectrical engineeringscheduling (production processes)scheduling analysisscheduling problems

1
2
3
4
5
11
10 / page

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Similar Faculty Members

Salim A Hariri

Institution

University of Arizona

industrial informatics

grid computing

Dan C. Marinescu

Institution

University of Central Florida

grid computing

supercomputer architecture

Haiying Shen

Institution

Clemson University

computer science

distributed systems

Cedric Langbort

Institution

University of Illinois Urbana-Champaign

optimal control

control system

Junshan Zhang

Institution

University of California, Davis

edge computing

internet of things

Linda Bushnell

Institution

University of Washington

industrial control system

cybernetics

Ion Stoica

Institution

University of California, Berkeley

computer science

systems engineering

Ufuk Topcu

Institution

University of Texas at Austin

robotics automation

applied artificial intelligence

Yuanyuan Yang

Institution

Stony Brook University

edge computing

data center management

Weisong Shi

Institution

University of Delaware

connected health

applied artificial intelligence