default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDErin Talvitie
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
Books and Theses
- 2010
[b1]Erik Talvitie:
Simple Partial Models for Complex Dynamical Systems. University of Michigan, USA, 2010
Journal Articles
- 2024
- [j4]Erin J. Talvitie, Zilei Shao, Huiying Li, Jinghan Hu, Jacob Boerma, Rory Zhao, Xintong Wang:
Bounding-Box Inference for Error-Aware Model-Based Reinforcement Learning. RLJ 5: 2440-2460 (2024) - [j3]Farzane Aminmansour, Taher Jafferjee, Ehsan Imani, Erin J. Talvitie, Michael Bowling, Martha White:
Mitigating Value Hallucination in Dyna-Style Planning via Multistep Predecessor Models. J. Artif. Intell. Res. 80: 441-473 (2024) - 2018
- [j2]Marlos C. Machado
, Marc G. Bellemare, Erik Talvitie, Joel Veness, Matthew J. Hausknecht, Michael Bowling:
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents. J. Artif. Intell. Res. 61: 523-562 (2018) - 2011
- [j1]Erik Talvitie, Satinder Singh:
Learning to Make Predictions In Partially Observable Environments Without a Generative Model. J. Artif. Intell. Res. 42: 353-392 (2011)
Conference and Workshop Papers
- 2023
- [c17]Todd W. Neller, Raechel Walker, Olivia Dias, Zeynep Yalçin, Cynthia Breazeal, Matthew E. Taylor, Michele Donini, Erin J. Talvitie, Charlie Pilgrim, Paolo Turrini, James Maher, Matthew Boutell, Justin Wilson, Narges Norouzi, Jonathan Scott:
Model AI Assignments 2023. AAAI 2023: 16104-16105 - 2020
- [c16]Zaheer Abbas, Samuel Sokota, Erin Talvitie, Martha White:
Selective Dyna-Style Planning Under Limited Model Capacity. ICML 2020: 1-10 - 2018
- [c15]Erik Talvitie:
Learning the Reward Function for a Misspecified Model. ICML 2018: 4845-4854 - [c14]Marlos C. Machado, Marc G. Bellemare, Erik Talvitie, Joel Veness, Matthew J. Hausknecht, Michael Bowling:
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents (Extended Abstract). IJCAI 2018: 5573-5577 - 2017
- [c13]Erik Talvitie:
Self-Correcting Models for Model-Based Reinforcement Learning. AAAI 2017: 2597-2603 - 2016
- [c12]Yitao Liang, Marlos C. Machado, Erik Talvitie, Michael H. Bowling:
State of the Art Control of Atari Games Using Shallow Reinforcement Learning. AAMAS 2016: 485-493 - 2015
- [c11]Ujjwal Das Gupta, Erik Talvitie, Michael Bowling:
Policy Tree: Adaptive Representation for Policy Gradient. AAAI 2015: 2547-2553 - [c10]Erik Talvitie:
Agnostic System Identification for Monte Carlo Planning. AAAI 2015: 2986-2992 - [c9]Sriram Srinivasan, Erik Talvitie, Michael H. Bowling:
Improving Exploration in UCT Using Local Manifolds. AAAI 2015: 3386-3392 - [c8]Erik Talvitie, Michael H. Bowling:
Pairwise Relative Offset Features for Atari 2600 Games. AAAI Workshop: Learning for General Competency in Video Games 2015 - 2014
- [c7]Marc G. Bellemare, Joel Veness, Erik Talvitie:
Skip Context Tree Switching. ICML 2014: 1458-1466 - [c6]Erik Talvitie:
Model Regularization for Stable Sample Rollouts. UAI 2014: 780-789 - 2012
- [c5]Erik Talvitie:
Learning Partially Observable Models Using Temporally Abstract Decision Trees. NIPS 2012: 827-835 - 2009
- [c4]Erik Talvitie, Satinder Singh:
Maintaining Predictions over Time without a Model. IJCAI 2009: 1249-1254 - 2008
- [c3]Erik Talvitie, Britton Wolfe, Satinder Singh:
Building Incomplete but Accurate Models. ISAIM 2008 - [c2]Erik Talvitie, Satinder Singh:
Simple Local Models for Complex Dynamical Systems. NIPS 2008: 1617-1624 - 2007
- [c1]Erik Talvitie, Satinder Singh:
An Experts Algorithm for Transfer Learning. IJCAI 2007: 1065-1070
Editorship
- 2015
- [e1]Michael Bowling, Marc G. Bellemare, Erik Talvitie, Joel Veness, Marlos C. Machado:
Learning for General Competency in Video Games, Papers from the 2015 AAAI Workshop, Austin, Texas, USA, January 26, 2015. AAAI Technical Report WS-15-10, AAAI Press 2015, ISBN 978-1-57735-721-6 [contents]
Informal and Other Publications
- 2024
- [i9]Erin J. Talvitie, Zilei Shao, Huiying Li, Jinghan Hu, Jacob Boerma, Rory Zhao, Xintong Wang:
Bounding-Box Inference for Error-Aware Model-Based Reinforcement Learning. CoRR abs/2406.16006 (2024) - 2020
- [i8]Taher Jafferjee, Ehsan Imani, Erin Talvitie, Martha White, Michael Bowling:
Hallucinating Value: A Pitfall of Dyna-style Planning with Imperfect Environment Models. CoRR abs/2006.04363 (2020) - [i7]Zaheer Abbas, Samuel Sokota, Erin J. Talvitie, Martha White:
Selective Dyna-style Planning Under Limited Model Capacity. CoRR abs/2007.02418 (2020) - 2018
- [i6]Erik Talvitie:
Learning the Reward Function for a Misspecified Model. CoRR abs/1801.09624 (2018) - [i5]G. Zacharias Holland, Erik Talvitie, Michael Bowling:
The Effect of Planning Shape on Dyna-style Planning in High-dimensional State Spaces. CoRR abs/1806.01825 (2018) - 2017
- [i4]Marlos C. Machado, Marc G. Bellemare, Erik Talvitie, Joel Veness, Matthew J. Hausknecht, Michael Bowling:
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents. CoRR abs/1709.06009 (2017) - 2016
- [i3]Erik Talvitie:
Self-Correcting Models for Model-Based Reinforcement Learning. CoRR abs/1612.06018 (2016) - 2015
- [i2]Yitao Liang, Marlos C. Machado, Erik Talvitie, Michael H. Bowling:
State of the Art Control of Atari Games Using Shallow Reinforcement Learning. CoRR abs/1512.01563 (2015) - 2014
- [i1]Erik Talvitie, Satinder Singh:
Learning to Make Predictions In Partially Observable Environments Without a Generative Model. CoRR abs/1401.3870 (2014)
Coauthor Index
aka: Michael Bowling
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-10-16 00:18 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
