Talvitie, Erik

14 publications

ICML 2018 Learning the Reward Function for a Misspecified Model Erik Talvitie

JAIR 2018 Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents Marlos C. Machado, Marc G. Bellemare, Erik Talvitie, Joel Veness, Matthew J. Hausknecht, Michael Bowling

IJCAI 2018 Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents (Extended Abstract) Marlos C. Machado, Marc G. Bellemare, Erik Talvitie, Joel Veness, Matthew J. Hausknecht, Michael Bowling

AAAI 2017 Self-Correcting Models for Model-Based Reinforcement Learning Erik Talvitie

AAAI 2015 Agnostic System Identification for Monte Carlo Planning Erik Talvitie

AAAI 2015 Improving Exploration in UCT Using Local Manifolds Sriram Srinivasan, Erik Talvitie, Michael H. Bowling

AAAI 2015 Policy Tree: Adaptive Representation for Policy Gradient Ujjwal Das Gupta, Erik Talvitie, Michael Bowling

UAI 2014 Model Regularization for Stable Sample Rollouts Erik Talvitie

ICML 2014 Skip Context Tree Switching Marc Bellemare, Joel Veness, Erik Talvitie

NeurIPS 2012 Learning Partially Observable Models Using Temporally Abstract Decision Trees Erik Talvitie

JAIR 2011 Learning to Make Predictions in Partially Observable Environments Without a Generative Model Erik Talvitie, Satinder Singh

IJCAI 2009 Maintaining Predictions over Time Without a Model Erik Talvitie, Satinder Singh

NeurIPS 2008 Simple Local Models for Complex Dynamical Systems Erik Talvitie, Satinder P. Singh

IJCAI 2007 An Experts Algorithm for Transfer Learning Erik Talvitie, Satinder Singh