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stat.ML2015★ 17 cited
Generalized Emphatic Temporal Difference Learning: Bias-Variance Analysis
Assaf Hallak, Aviv Tamar, Remi Munos +1
We consider the off-policy evaluation problem in Markov decision processes with function approximation. We propose a generalization of the recently introduced \emph{emphatic tempor…
stat.ML2015★ 1 cited
Emphatic TD Bellman Operator is a Contraction
Assaf Hallak, Aviv Tamar, Shie Mannor
Recently, \citet{SuttonMW15} introduced the emphatic temporal differences (ETD) algorithm for off-policy evaluation in Markov decision processes. In this short note, we show that t…