79 citations · 86 across the 5 of their papers we have counts for
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cs.LG2023
Can Euclidean Symmetry be Leveraged in Reinforcement Learning and Planning?
Linfeng Zhao, Owen Howell, Jung Yeon Park +3
In robotic tasks, changes in reference frames typically do not influence the underlying physical properties of the system, which has been known as invariance of physical laws.These…
cs.LG2019★ 6 cited
Machine Learning as Ecology
Owen Howell, Cui Wenping, Robert Marsland +1
Machine learning methods have had spectacular success on numerous problems. Here we show that a prominent class of learning algorithms - including Support Vector Machines (SVMs) --…