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Erin J Talvitie
Associate Professor, Computer Science, Harvey Mudd College
Joined
December 2020
Names
Erin J Talvitie
(Preferred)
,Â
Erin Talvitie
,Â
Erik Talvitie
,Â
Erin J. Talvitie
Emails
****@cs.hmc.edu
(Confirmed)
,Â
****@hmc.edu
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Associate Professor
Computer Science,
Harvey Mudd College
(hmc.edu)
2019
–
Present
Associate Professor
Computer Science,
Franklin & Marshall College
(fandm.edu)
2016
–
2019
Assistant Professor
Mathematics and Computer Science,
Franklin & Marshall College
(fandm.edu)
2010
–
2016
PhD student
Computer Science,
University of Michigan
(umich.edu)
2004
–
2010
Undergrad student
Computer Science, Mathematics,
Oberlin College
(oberlin.edu)
2000
–
2004
Advisors, Relations & Conflicts
Coauthor
Adam White
2024
–
Present
Coauthor
Marlos C. Machado
2016
–
Present
Coauthor
Michael Bowling
2014
–
Present
Coauthor
Zilei Shao
2022
–
2024
Coauthor
Jacob Boerma
2021
–
2024
Coauthor
Martha White
2020
–
2024
Coauthor
Guy Van den Broeck
2020
–
2021
Coauthor
Anji Liu
2020
–
2021
Coauthor
Yitao Liang
2015
–
2021
PhD Advisor
Satinder Singh
2004
–
2010
Expertise
reinforcement learning
,Â
artificial intelligence
,Â
machine learning
,Â
model-based reinforcement learning
2004
–
Present
Publications
Mitigating Value Hallucination in Dyna-Style Planning via Multistep Predecessor Models
Farzane Aminmansour
,
Taher Jafferjee
,
Ehsan Imani
,
Erin J Talvitie
,
Michael Bowling
,
Martha White
Journal of Artificial Intelligence Research
Readers:
Everyone
Bounding-Box Inference for Error-Aware Model-Based Reinforcement Learning
Erin J Talvitie
,
Zilei Shao
,
Huiying Li
,
Jinghan Hu
,
Jacob Boerma
,
Rory Zhao
,
Xintong Wang
RLC 2024
Readers:
Everyone
Bounding-Box Inference for Error-Aware Model-Based Reinforcement Learning
Erin J. Talvitie
,
Zilei Shao
,
Huiying Li
,
Jinghan Hu
,
Jacob Boerma
,
Rory Zhao
,
Xintong Wang
RLJ 2024
Readers:
Everyone
Mitigating Value Hallucination in Dyna-Style Planning via Multistep Predecessor Models
Farzane Aminmansour
,
Taher Jafferjee
,
Ehsan Imani
,
Erin J. Talvitie
,
Michael Bowling
,
Martha White
J. Artif. Intell. Res. 2024
Readers:
Everyone
Selective Dyna-Style Planning Under Limited Model Capacity
Zaheer Abbas
,
Samuel Sokota
,
Erin Talvitie
,
Martha White
2020 (modified: 03 Nov 2022)
ICML 2020
Readers:
Everyone
Selective Dyna-style Planning Under Limited Model Capacity
Zaheer Abbas
,
Samuel Sokota
,
Erin J. Talvitie
,
Martha White
2020 (modified: 06 May 2026)
CoRR 2020
Readers:
Everyone
Hallucinating Value: A Pitfall of Dyna-style Planning with Imperfect Environment Models
Taher Jafferjee
,
Ehsan Imani
,
Erin Talvitie
,
Martha White
,
Michael Bowling
2020 (modified: 06 May 2026)
CoRR 2020
Readers:
Everyone
Learning the Reward Function for a Misspecified Model
Erik Talvitie
Published: 01 Jan 2018, Last Modified: 28 Apr 2023
CoRR 2018
Readers:
Everyone
The Effect of Planning Shape on Dyna-style Planning in High-dimensional State Spaces
G. Zacharias Holland
,
Erik Talvitie
,
Michael Bowling
Published: 01 Jan 2018, Last Modified: 28 Apr 2023
CoRR 2018
Readers:
Everyone
Learning the Reward Function for a Misspecified Model
E. Talvitie
2018 (modified: 11 Nov 2022)
ICML 2018
Readers:
Everyone
View all 32 publications
Co-Authors
Britton Wolfe
Ehsan Imani
Farzane Aminmansour
G. Zacharias Holland
Huiying Li
Jacob Boerma
Jinghan Hu
Joel Veness
Marc G. Bellemare
Marlos C. Machado
Martha White
Matthew J. Hausknecht
Michael Bowling
Rory Zhao
Samuel Sokota
Satinder P. Singh
Sriram Srinivasan
Taher Jafferjee
Ujjwal Das Gupta
Xintong Wang
Yitao Liang
Zaheer Abbas
Zilei Shao