Concepedia

Philip S. Thomas

PS

36

Publications

1.7K

Citations

22

H-Index

1974

Active since

Affiliations

University of Massachusetts Amherst(Current)

Adobe Systems (United States)

Carnegie Mellon University

Case Western Reserve University

Stanford University

Philip S. Thomas is an author at University of Massachusetts Amherst specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceData ScienceRobot LearningPredictive AnalyticsDecision TheoryMathematical ProgrammingManagement

Publications per year

1974–2021

36

Publications

36

Value Function Approximation in Reinforcement Learning Using the Fourier Basis

George Konidaris, Sarah Osentoski, Philip S. Thomas · Proceedings of the AAAI Conference on Artificial Intelligence · 2011 · 278 citations · Full text

Numerical Analysis, Spectral Theory, Pade Approximant +19

Preventing undesirable behavior of intelligent machines

Philip S. Thomas, Bruno Castro da Silva, Andrew G. Barto et al. · Science · 2019 · 143 citations · Full text

High-Confidence Off-Policy Evaluation

Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 142 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Environmental scanning— the state of the art

Philip S. Thomas · Long Range Planning · 1980 · 124 citations

Engineering, Environmental Monitoring, Environmental Management +2

High Confidence Policy Improvement

Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh · International Conference on Machine Learning · 2015 · 91 citations

Artificial Intelligence, Engineering, Machine Learning +22

Rows per page

1–5 of 36