9 citations · 17 across the 3 of their papers we have counts for
4 papers
Regular Decision Processes for Grid Worlds
Nicky Lenaers, Martijn van Otterlo
Markov decision processes are typically used for sequential decision making under uncertainty. For many aspects however, ranging from constrained or safe specifications to various…
A clustering-based reinforcement learning approach for tailored personalization of e-Health interventions
Ali el Hassouni, Mark Hoogendoorn, Martijn van Otterlo +3
Personalization is very powerful in improving the effectiveness of health interventions. Reinforcement learning (RL) algorithms are suitable for learning these tailored interventio…
Gatekeeping Algorithms with Human Ethical Bias: The ethics of algorithms in archives, libraries and society
Martijn van Otterlo
In the age of algorithms, I focus on the question of how to ensure algorithms that will take over many of our familiar archival and library tasks, will behave according to human et…
From Algorithmic Black Boxes to Adaptive White Boxes: Declarative Decision-Theoretic Ethical Programs as Codes of Ethics
Martijn van Otterlo
Ethics of algorithms is an emerging topic in various disciplines such as social science, law, and philosophy, but also artificial intelligence (AI). The value alignment problem exp…