no code implementations • 7 Feb 2024 • Jan Wehner, Frans Oliehoek, Luciano Cavalcante Siebert
Finally, we measure how informative the generated explanations are to a proxy-human model by training it on CTEs.
1 code implementation • 1 Dec 2020 • Burak Yildiz, Hayley Hung, Jesse H. Krijthe, Cynthia C. S. Liem, Marco Loog, Gosia Migut, Frans Oliehoek, Annibale Panichella, Przemyslaw Pawelczak, Stjepan Picek, Mathijs de Weerdt, Jan van Gemert
We present ReproducedPapers. org: an open online repository for teaching and structuring machine learning reproducibility.
no code implementations • 11 May 2020 • Yash Satsangi, Sungsu Lim, Shimon Whiteson, Frans Oliehoek, Martha White
Information gathering in a partially observable environment can be formulated as a reinforcement learning (RL), problem where the reward depends on the agent's uncertainty.
no code implementations • 14 Nov 2018 • Sammie Katt, Frans Oliehoek, Christopher Amato
Bayesian approaches provide a principled solution to the exploration-exploitation trade-off in Reinforcement Learning.