16 citations · 39 across the 10 of their papers we have counts for
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cs.LG2023★ 2 cited
Curious Replay for Model-based Adaptation
Isaac Kauvar, Chris Doyle, Linqi Zhou +1
Agents must be able to adapt quickly as an environment changes. We find that existing model-based reinforcement learning agents are unable to do this well, in part because of how t…
cs.LG2022
ButterflyFlow: Building Invertible Layers with Butterfly Matrices
Chenlin Meng, Linqi Zhou, Kristy Choi +2
Normalizing flows model complex probability distributions using maps obtained by composing invertible layers. Special linear layers such as masked and 1x1 convolutions play a key r…