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Peter Vrancx

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Bellman: A Toolbox for Model-Based Reinforcement Learning in TensorFlow

Apr 13, 2021
John McLeod, Hrvoje Stojic, Vincent Adam, Dongho Kim, Jordi Grau-Moya, Peter Vrancx, Felix Leibfried

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Compatible features for Monotonic Policy Improvement

Oct 30, 2019
Marcin B. Tomczak, Sergio Valcarcel Macua, Enrique Munoz de Cote, Peter Vrancx

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Policy Optimization Through Approximated Importance Sampling

Oct 09, 2019
Marcin B. Tomczak, Dongho Kim, Peter Vrancx, Kee-Eung Kim

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Disentangled Skill Embeddings for Reinforcement Learning

Jun 21, 2019
Janith C. Petangoda, Sergio Pascual-Diaz, Vincent Adam, Peter Vrancx, Jordi Grau-Moya

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Model-Based Stabilisation of Deep Reinforcement Learning

Sep 06, 2018
Felix Leibfried, Rasul Tutunov, Peter Vrancx, Haitham Bou-Ammar

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Learning High-level Representations from Demonstrations

Feb 28, 2018
Garrett Andersen, Peter Vrancx, Haitham Bou-Ammar

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Forecasting day-ahead electricity prices in Europe: the importance of considering market integration

Dec 07, 2017
Jesus Lago, Fjo De Ridder, Peter Vrancx, Bart De Schutter

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Learning with Options that Terminate Off-Policy

Dec 02, 2017
Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowe

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