65 citations · 222 across the 12 of their papers we have counts for
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cs.LG2021★ 14 cited
The Values Encoded in Machine Learning Research
Abeba Birhane, Pratyusha Kalluri, Dallas Card +3
Machine learning currently exerts an outsized influence on the world, increasingly affecting institutional practices and impacted communities. It is therefore critical that we ques…
cs.LG2020
Relevance-Guided Modeling of Object Dynamics for Reinforcement Learning
William Agnew, Pedro Domingos
Current deep reinforcement learning (RL) approaches incorporate minimal prior knowledge about the environment, limiting computational and sample efficiency. \textit{Objects} provid…