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Patrick Riley
Researcher, Google
Joined
June 2020
Names
Patrick Riley
(Preferred)
,
Patrick F. Riley
Emails
****@google.com
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Google
(google.com)
2014
–
Present
Software Engineer
Google
(google.com)
2005
–
2014
PhD student
School of Computer Science, Carnegie Mellon University
(cs.cmu.edu)
1999
–
2005
Undergrad student
Carnegie Mellon University
(cmu.edu)
1995
–
1999
Advisors, Relations & Conflicts
No relations added
Expertise
molecular dynamics
,
machine learning
Present
quantum machine learning
2018
–
Present
graph based learning
2015
–
Present
cheminformatics
2014
–
Present
molecular machine learning
2014
–
Present
drug discovery
,
small molecules
2014
–
Present
Publications
Scaling Symbolic Methods using Gradients for Neural Model Explanation
Subham Sekhar Sahoo
,
Subhashini Venugopalan
,
Li Li
,
Rishabh Singh
,
Patrick Riley
Published: 12 Jan 2021, Last Modified: 12 Oct 2025
ICLR 2021 Poster
Readers:
Everyone
Neural Message Passing for Quantum Chemistry
Justin Gilmer
,
Samuel S. Schoenholz
,
Patrick F. Riley
,
Oriol Vinyals
,
George E. Dahl
2017 (modified: 11 Nov 2022)
ICML 2017
Readers:
Everyone
Advice Generation from Observed Execution: Abstract Markov Decision Process Learning
Patrick Riley
,
Manuela M. Veloso
2004 (modified: 16 Jul 2019)
AAAI 2004
Readers:
Everyone
Defining and Using Ideal Teammate and Opponent Agent Models
Peter Stone
,
Patrick Riley
,
Manuela M. Veloso
2000 (modified: 16 Jul 2019)
AAAI/IAAI 2000
Readers:
Everyone
Behavior Acquisition and Classification: A Case Study in Robotic Soccer
Patrick Riley
,
Manuela M. Veloso
2000 (modified: 16 Jul 2019)
AAAI/IAAI 2000
Readers:
Everyone
Co-Authors
George E. Dahl
Justin Gilmer
Li Li
Manuela M. Veloso
Oriol Vinyals
Peter Stone
Rishabh Singh
Samuel S. Schoenholz
Subham Sekhar Sahoo
Subhashini Venugopalan