Erin J. Talvitie
Erin J. Talvitie
Associate Professor of Computer Science, Harvey Mudd College
Dirección de correo verificada de cs.hmc.edu
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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
2372018
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
932015
An Experts Algorithm for Transfer Learning.
E Talvitie, S Singh
International Joint Conference on Artificial Intelligence, 1065-1070, 2007
552007
Model Regularization for Stable Sample Rollouts
E Talvitie
Uncertainty in Artificial Intelligence, 2014
512014
Self-Correcting Models for Model-Based Reinforcement Learning
E Talvitie
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence …, 2017
442017
Skip Context Tree Switching
MG Bellemare, J Veness, E Talvitie
International Conference on Machine Learning, 2014
352014
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
242018
Simple local models for complex dynamical systems
E Talvitie, S Singh
Advances in Neural Information Processing Systems, 1617-1624, 2009
192009
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
182011
Agnostic system identification for monte carlo planning
E Talvitie
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
162015
Improving exploration in UCT using local manifolds
S Srinivasan, E Talvitie, M Bowling
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
102015
Learning partially observable models using temporally abstract decision trees
E Talvitie
Advances in Neural Information Processing Systems 25, 818-826, 2012
72012
Policy Tree: Adaptive Representation for Policy Gradient
UD Gupta, E Talvitie, M Bowling
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
62015
Maintaining Predictions over Time without a Model.
E Talvitie, S Singh
International Joint Conference on Artificial Intelligence, 1249-1254, 2009
62009
Simple Partial Models for Complex Dynamical Systems
E Talvitie, S Singh
The University of Michigan, 2010
52010
Learning the reward function for a misspecified model
E Talvitie
arXiv preprint arXiv:1801.09624, 2018
42018
Pairwise Relative Offset Features for Atari 2600 Games.
E Talvitie, MH Bowling
AAAI Workshop: Learning for General Competency in Video Games, 2015
42015
Building Incomplete but Accurate Models.
E Talvitie, B Wolfe, S Singh
International Symposium on Artificial Intelligence and Mathematics, 2008
42008
Selective Dyna-style planning under limited model capacity
Z Abbas, S Sokota, E Talvitie, M White
International Conference on Machine Learning, 1-10, 2020
32020
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
22020
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Artículos 1–20