Affiliated Researchers: Reinforcement Learning

Kostas Papakonstantinou

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

Minghui Zhu

Professor, Electrical Engineering
Top research keywords: Reinforcement Learning, Multiple Robot, Motion Planning, Optimization Problem, Robot

Mariantonieta Gutierrez Soto

Assistant Professor, School of Engineering Design and Innovation
Top research keywords: Vibration Control, Neural Dynamic Model, Semi-active, Building Structure, Dynamic Models

Gordon Warn

Professor, Civil and Environmental Engineering
Top research keywords: Sequential Decision Process, Decision Process, Elastomeric Bearing, Lateral Displacement, Finite Element Modeling

Aron Laszka

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

Ilgin Guler

Associate Professor, Civil and Environmental Engineering
Top research keywords: Connected Vehicles, Signalized Intersection, Pavement, Pre-signal, Transit Signal Priority

Ashkan Negahban

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

Wangda Zuo

Professor, Architectural Engineering
Top research keywords: Case Study, United States Of America, Fast Fluid Dynamics, Chiller, Fluid Dynamics

Sanjay Srinivasan

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

Vikash Gayah

Professor, Civil and Environmental Engineering
Top research keywords: Macroscopic Fundamental Diagram, Traffic Signal, Traffic Network, Urban Network, Signalized Intersection

Asok Ray

Distinguished Professor, Mechanical Engineering
Top research keywords: State Automaton, Control System, Regular Language, Probabilistic Automata, Time Series Data

Dongwon Lee

Professor, College of Information Sciences and Technology
Top research keywords: Web Service, Web Service Composition, Web Services, Large Language Model, Experimental Result

Marc E. McDill

Associate Professor, Ecosystem Science and Management
Top research keywords: Pennsylvania, Forest Planning, Deer, Forest Management, Quercus

Aleksandra Radlińska

Professor, Civil and Environmental Engineering
Top research keywords: Material Properties, Drying Shrinkage, Alkali-activated Slag, 3D Concrete Printing (3DCP), Compression Strength