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Filip De Turck

#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning

Dec 05, 2017
Haoran Tang, Rein Houthooft, Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel

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* 10 pages main text + 10 pages supplementary. Published at NIPS 2017

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VIME: Variational Information Maximizing Exploration

Jan 27, 2017
Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel

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* Published in Advances in Neural Information Processing Systems 29 (NIPS), pages 1109-1117

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GENESIM: genetic extraction of a single, interpretable model

Nov 17, 2016
Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke

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* Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems

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Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines

Mar 03, 2016
Rein Houthooft, Filip De Turck

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