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cs.LG2020
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…
cs.LG2019★ 1 cited
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…