14 citations · 15 across the 5 of their papers we have counts for
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cs.HC2019
A Robot's Expressive Language Affects Human Strategy and Perceptions in a Competitive Game
Aaron M. Roth, Samantha Reig, Umang Bhatt +5
As robots are increasingly endowed with social and communicative capabilities, they will interact with humans in more settings, both collaborative and competitive. We explore human…
cs.LG2019★ 14 cited
Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy
Aaron M. Roth, Nicholay Topin, Pooyan Jamshidi +1
There is a growing desire in the field of reinforcement learning (and machine learning in general) to move from black-box models toward more "interpretable AI." We improve interpre…