288 citations · 357 across the 6 of their papers we have counts for
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stat.ML2017★ 3 cited
Non-Markovian Control with Gated End-to-End Memory Policy Networks
Julien Perez, Tomi Silander
Partially observable environments present an important open challenge in the domain of sequential control learning with delayed rewards. Despite numerous attempts during the two la…
stat.ML2017★ 8 cited
Optimal Policies for Observing Time Series and Related Restless Bandit Problems
Christopher R. Dance, Tomi Silander
The trade-off between the cost of acquiring and processing data, and uncertainty due to a lack of data is fundamental in machine learning. A basic instance of this trade-off is the…