73 citations · 324 across the 34 of their papers we have counts for
Showing 2015 · cs.AIShow all
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cs.AI2015
Increasing the Action Gap: New Operators for Reinforcement Learning
Marc G. Bellemare, Georg Ostrovski, Arthur Guez +2
This paper introduces new optimality-preserving operators on Q-functions. We first describe an operator for tabular representations, the consistent Bellman operator, which incorpor…
cs.AI2015★ 13 cited
A Notation for Markov Decision Processes
Philip S. Thomas, Billy Okal
This paper specifies a notation for Markov decision processes.