Deep causal learning for robotic intelligence

This invited Review discusses causal learning in the context of robotic intelligence. The Review introduces the psychological findings on causal learning in human cognition, as well as the traditional statistical solutions for causal discovery and causal inference. Additionally, we examine recent deep causal learning algorithms, with a focus on their architectures and the benefits of using deep nets, and discuss the gap between deep causal learning and the needs of robotic intelligence.

Abstract licence: CC BY

1. 8.

   Adverse Events in Robotic Surgery: A Retrospective Study of 14 Years of FDA Data · 2016

2. 81.

   Attention Is All You Need · 2017

3. 113.

   Review of Causal Discovery Methods Based on Graphical Models · 2019

177 more references, whose wording the paper’s licence keeps private.

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