56 citations · 182 across the 18 of their papers we have counts for
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cs.AI2015★ 56 cited
True Online Temporal-Difference Learning
Harm van Seijen, A. Rupam Mahmood, Patrick M. Pilarski +2
The temporal-difference methods TD() and Sarsa() form a core part of modern reinforcement learning. Their appeal comes from their good performance, low computational cost, an…
cs.AI2015★ 1 cited
An Empirical Evaluation of True Online TD(λ)
Harm van Seijen, A. Rupam Mahmood, Patrick M. Pilarski +1
The true online TD(λ) algorithm has recently been proposed (van Seijen and Sutton, 2014) as a universal replacement for the popular TD(λ) algorithm, in temporal-difference learning…