22 citations · 37 across the 3 of their papers we have counts for
3 papers
Inferring the relationship between soil temperature and the normalized difference vegetation index with machine learning
Steven Mortier, Amir Hamedpour, Bart Bussmann +5
Changes in climate can greatly affect the phenology of plants, which can have important feedback effects, such as altering the carbon cycle. These phenological feedback effects are…
Neural Additive Vector Autoregression Models for Causal Discovery in Time Series
Bart Bussmann, Jannes Nys, Steven Latré
Causal structure discovery in complex dynamical systems is an important challenge for many scientific domains. Although data from (interventional) experiments is usually limited, l…
Towards Empathic Deep Q-Learning
Bart Bussmann, Jacqueline Heinerman, Joel Lehman
As reinforcement learning (RL) scales to solve increasingly complex tasks, interest continues to grow in the fields of AI safety and machine ethics. As a contribution to these fiel…