Faculty

Institution

Unit

Venue

Jeff Shamma

Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Jeff Shamma is currently serving as an Industrial And Enterprise Systems Engineering Professor at University of Illinois Urbana-Champaign.

Honors

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Experiences

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Education

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Jeff Shamma

University of Illinois Urbana-Champaign

Professor

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systems engineering computer science applied mathematics game theory control optimization multiagent systems control systems automatic control dynamical systems stability mathematical optimization nonlinear systems distributed systems aerospace engineering stochastic games computational game theory robotics algorithmic game theory reinforcement learning autonomous robots robust nonlinear control control system technology robust control swarm intelligence nonlinear control multi-agent learning unmanned aircraft systems social simulation global networks networked system design telecommunication networks nonlinear dynamics imperfect information game field robotics control design mathematical control theory non-cooperative game theory computational intelligence network dynamics network games linear control learning control multi-agent planning evolutionary game theory dynamic networks distributed coordination adaptive control unmanned systems differential games distributed robotics system stability evolutionary dynamics aerial robotics state observer networked control nash equilibria nash equilibrium flying robot multirobot system stability analysis gain scheduling missile guidance system potential games anchor robot stability overlay cooperative control fictitious play set-valued observers population games multi-agent networks stochastic stability nonlinear plants sensor networks decision making global utility function autonomy cybernetics agent decision-making artificial society

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Control-Theoretic Multi-Agent Modeling of Crowd Dynamics With Physical and Psychological Interactions. (2025)

Mohammed M AlrashedNawaf AlotaibiJeff S. Shamma

agent-based systemcontrol-theoretic multi-agent modelingagent-based modelscrowd behaviorcrowd simulationcrowd dynamicsapplied mathematicspsychological interactionscomplex systemsmultiagent systemsartificial societybehavioral sciencessocial simulationdynamical systems

Grand Challenges in Industrial and Systems Engineering. International Journal of Production Research (2025)

Waldemar KarwowskiGavriel SalvendyLaura AlbertWoo Chang KimBrian DentonMaged DessoukyAlexandre DolguiVince DuffySoundar KumaraJingshan LiAzad M. MadniLeon McGinnisWilliam RouseJeff ShammaMax ShenDavid Simchi-LeviJulie SwannManoj Kumar Tiwari

artificial intelligencesystems engineeringintelligent systemsapplied artificial intelligenceengineering managementtechnologyautomationmanagement engineeringindustrial engineeringai integrationindustrial designintelligent computingindustrial informaticscomputer-integrated manufacturingsystem engineering educationindustrial artificial intelligencegrand challengesinformation technology

Hybrid Gradient-Based Policy Optimization for Sample-Efficient Policy Learning in Autonomous Systems. 2022 American Control Conference (ACC) (2025)

Kuan-Yu TsengJeff S. ShammaGeir E. Dullerud

artificial intelligencecomputer sciencemathematical optimizationsample-efficient policy learningautonomous learningcontrol optimizationrobot learningautonomous systemsdata sciencecomputational optimizationreinforcement learningsequential decision makingmachine learning

Distributed Learning Dynamics Converging to the Core of B-Matchings. (2024)

Aya HamedJeff S. Shamma

mathematical optimizationcomputer scienceneural computationcomputational sciencedistributed ai systemcomputational learning theorylearning dynamics convergingmachine learning researchcomputational intelligencedata sciencedistributed learningreinforcement learningmachine learning

Higher-Order Gradient Play Leading to Nash Equilibrium in the Bandit Setting. (2024)

Sarah A. ToonsiJeff S. Shamma

mathematical optimizationglobal optimizationsimultaneous gamehigher-order gradient playgame theorystrategynash equilibriumalgorithmic game theorybandit settingreinforcement learningstochastic gamesapplied mathematicsexploration v exploitation

Multi-Robot System for Inspection of Underwater Pipelines in Shallow Waters. International Journal of Intelligent Robotics and Applications (2024)

Sahejad PatelFadl AbdellatifMohammed AlsheikhHassane TriguiAli OutaAyman AmerMohammed SarrajAhmed Al BrahimYazeed AlnumayAmjad FelembanAli AlrasheedAbdulwahab HalawaniHesham JifriHassan JaleelJeff Shamma

automated inspectionsystems engineeringhydraulic machinerymarine engineeringautonomous robotsunderwater systemsunderwater robotunderwater pipelinesunderwater technologiescivil engineeringrobotics automationunderwater vehiclesfield roboticsrobotics

Multi-Sided Matching for Space-Air-Ground Integrated Systems. 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring) (2024)

Abdoul Karim A. H. SaliahDoha HamzaHajar El HammoutiJeff S. ShammaMohamed-Slim Alouini

space engineeringsystems engineeringelectromagnetic compatibilityantennasaircraftmulti-sided matchingmultidisciplinary optimizationspace systemsaerospaceaerospace systemsaerospace engineering

Payoff-Based Dynamics for Multi-Player Weakly Acyclic Games. Oxford University Press eBooks (2024)

H. Peyton YoungJason R. MardenGürdal ArslanJeff S. Shamma

computer sciencenon-cooperative game theorydistributed routingadaptive processpure nash equilibriumgame theorydistributed systemscomputational game theoryswarm intelligencealgorithmic game theorymultiagent systemsnetwork games

Scenario-Based Risk-Sensitive Computations of Equilibria for Two-Person Zero-Sum Games. IEEE Control Systems Letters (2024)

Fat-Hy Omar RajabJeff S. Shamma

computer sciencescenario-based risk-sensitive computationscombinatorial optimizationgame theorydecision theorycomputational game theoryimperfect information gamealgorithmic game theorysocial choicesocial simulationrisk management

An Introduction to Learning in Finite Games. 2022 American Control Conference (ACC) (2023)

Jeff S. Shamma

finite gamesgame theorycomputational game theoryevolutionary intelligencenash equilibriumcognitive sciencemultiagent systemsreinforcement learninglearning dynamicsstochastic gamesapplied mathematicsdynamical systems

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Jeff Shamma

Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Jeff Shamma is currently serving as an Industrial And Enterprise Systems Engineering Professor at University of Illinois Urbana-Champaign.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Jeff Shamma

University of Illinois Urbana-Champaign

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Control-Theoretic Multi-Agent Modeling of Crowd Dynamics With Physical and Psychological Interactions. (2025)

Mohammed M AlrashedNawaf AlotaibiJeff S. Shamma

Grand Challenges in Industrial and Systems Engineering. International Journal of Production Research (2025)

Hybrid Gradient-Based Policy Optimization for Sample-Efficient Policy Learning in Autonomous Systems. 2022 American Control Conference (ACC) (2025)

Kuan-Yu TsengJeff S. ShammaGeir E. Dullerud

Distributed Learning Dynamics Converging to the Core of B-Matchings. (2024)

Aya HamedJeff S. Shamma

Higher-Order Gradient Play Leading to Nash Equilibrium in the Bandit Setting. (2024)

Sarah A. ToonsiJeff S. Shamma

Multi-Robot System for Inspection of Underwater Pipelines in Shallow Waters. International Journal of Intelligent Robotics and Applications (2024)

Multi-Sided Matching for Space-Air-Ground Integrated Systems. 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring) (2024)

Abdoul Karim A. H. SaliahDoha HamzaHajar El HammoutiJeff S. ShammaMohamed-Slim Alouini

space engineeringsystems engineeringelectromagnetic compatibilityantennasaircraftmulti-sided matchingmultidisciplinary optimizationspace systemsaerospaceaerospace systemsaerospace engineering

Payoff-Based Dynamics for Multi-Player Weakly Acyclic Games. Oxford University Press eBooks (2024)

H. Peyton YoungJason R. MardenGürdal ArslanJeff S. Shamma

Scenario-Based Risk-Sensitive Computations of Equilibria for Two-Person Zero-Sum Games. IEEE Control Systems Letters (2024)

Fat-Hy Omar RajabJeff S. Shamma

An Introduction to Learning in Finite Games. 2022 American Control Conference (ACC) (2023)

Jeff S. Shamma

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