Seuraa
Erin J. Talvitie
Erin J. Talvitie
Associate Professor of Computer Science, Harvey Mudd College
Vahvistettu sähköpostiosoite verkkotunnuksessa cs.hmc.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Revisiting the arcade learning environment: Evaluation protocols and open problems for general agents
MC Machado, MG Bellemare, E Talvitie, J Veness, M Hausknecht, ...
Journal of Artificial Intelligence Research 61, 523-562, 2018
5002018
State of the art control of atari games using shallow reinforcement learning
Y Liang, MC Machado, E Talvitie, M Bowling
arXiv preprint arXiv:1512.01563, 2015
1302015
Model Regularization for Stable Sample Rollouts
E Talvitie
Uncertainty in Artificial Intelligence, 2014
892014
Self-Correcting Models for Model-Based Reinforcement Learning
E Talvitie
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2017
742017
An Experts Algorithm for Transfer Learning.
E Talvitie, S Singh
International Joint Conference on Artificial Intelligence, 1065-1070, 2007
612007
Skip Context Tree Switching
MG Bellemare, J Veness, E Talvitie
International Conference on Machine Learning, 2014
492014
The effect of planning shape on dyna-style planning in high-dimensional state spaces
GZ Holland, EJ Talvitie, M Bowling
arXiv preprint arXiv:1806.01825, 2018
442018
Simple local models for complex dynamical systems
E Talvitie, S Singh
Advances in Neural Information Processing Systems, 1617-1624, 2009
232009
Selective dyna-style planning under limited model capacity
Z Abbas, S Sokota, E Talvitie, M White
International Conference on Machine Learning, 1-10, 2020
222020
Agnostic system identification for monte carlo planning
E Talvitie
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
202015
Learning to Make Predictions In Partially Observable Environments Without a Generative Model.
E Talvitie, S Singh
Journal of Artificial Intelligence Research (JAIR) 42, 353-392, 2011
192011
Hallucinating value: A pitfall of dyna-style planning with imperfect environment models
T Jafferjee, E Imani, E Talvitie, M White, M Bowling
arXiv preprint arXiv:2006.04363, 2020
162020
Learning the reward function for a misspecified model
E Talvitie
International Conference on Machine Learning, 4838-4847, 2018
122018
Policy Tree: Adaptive Representation for Policy Gradient
UD Gupta, E Talvitie, M Bowling
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
122015
Improving exploration in UCT using local manifolds
S Srinivasan, E Talvitie, M Bowling
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
112015
Learning partially observable models using temporally abstract decision trees
E Talvitie
Advances in Neural Information Processing Systems 25, 2012
72012
Maintaining Predictions over Time without a Model.
E Talvitie, S Singh
International Joint Conference on Artificial Intelligence, 1249-1254, 2009
62009
Pairwise Relative Offset Features for Atari 2600 Games.
E Talvitie, MH Bowling
AAAI Workshop: Learning for General Competency in Video Games, 2015
42015
Simple Partial Models for Complex Dynamical Systems
E Talvitie, S Singh
The University of Michigan, 2010
42010
Building Incomplete but Accurate Models.
E Talvitie, B Wolfe, S Singh
International Symposium on Artificial Intelligence and Mathematics, 2008
42008
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Artikkelit 1–20