2 citations · 4 across the 5 of their papers we have counts for
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cs.LG2020★ 2 cited
Frequency-based Search-control in Dyna
Yangchen Pan, Jincheng Mei, Amir-massoud Farahmand
Model-based reinforcement learning has been empirically demonstrated as a successful strategy to improve sample efficiency. In particular, Dyna is an elegant model-based architectu…
stat.ML2020
An implicit function learning approach for parametric modal regression
Yangchen Pan, Ehsan Imani, Martha White +1
For multi-valued functions---such as when the conditional distribution on targets given the inputs is multi-modal---standard regression approaches are not always desirable because…