Affiliated Researchers: Reinforcement Learning

Kostas Papakonstantinou

Associate Professor, Civil and Environmental Engineering
Top research keywords: Partially Observable Markov Decision Process, Reinforcement Learning, Deep Reinforcement Learning (deep RL), Lifecycle, Markov Decision Process

Gordon Warn

Professor, Civil and Environmental Engineering
Top research keywords: Sequential Decision Process, Decision Process, Trade Space Exploration, Finite Element Modeling, Structural Frames

Minghui Zhu

Professor, Electrical Engineering
Top research keywords: Reinforcement Learning, And-States, Multiple Robot, Motion Planning, Robot

Mariantonieta Gutierrez Soto

Assistant Professor, School of Engineering Design and Innovation
Top research keywords: Vibration Control, Building Structure, Semi-active, Tornado, Actuator

Asok Ray

Distinguished Professor, Mechanical Engineering
Top research keywords: Control System, Data Series, Symbolics, Time Series Data, Symbolic Dynamics

Aron Laszka

Assistant Professor, College of Information Sciences and Technology
Top research keywords: Blockchain, Attackers, Attacker, Smart Contract, Adversary

Sanjay Srinivasan

Department Head and Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Reservoir Model, Dynamic Data, Seismic Data, Multiple Point, Carbon Dioxide

Ashkan Negahban

Associate Professor of Engineering Management, Engineering Division (Great Valley)
Top research keywords: Simulated Environment, Simulation-based Learning, Agent-based Simulation, Simulation Model, Problem-Based Learning

Satadru Dey

Assistant Professor, Mechanical Engineering
Top research keywords: Lithium-Ion Batteries, Lithium-ion Battery, Fault Diagnosis, State Of Charge, Thermal Fault

Dongwon Lee

Professor, College of Information Sciences and Technology
Top research keywords: Web Service, Web Service Composition, Web Services, Experimental Result, Digital Libraries

Marc E. McDill

Associate Professor, Ecosystem Science and Management
Top research keywords: Pennsylvania, Forest Planning, Forest Management, Quercus, Harvest-scheduling Model

Amrita Basak

Assistant Professor, Mechanical Engineering
Top research keywords: Epitaxy, Three Dimensional Printing, Scanning Laser Epitaxy, Powder Bed Fusion, Additive Manufacturing

Aleksandra Radlinska

Professor, Civil and Environmental Engineering
Top research keywords: Material Properties, Alkali-activated Slag, Restrained Ring Test, Drying Shrinkage, Early-age Cracking