202 citations · 428 across the 14 of their papers we have counts for
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cs.AI2021★ 2 cited
Learning Space Partitions for Path Planning
Kevin Yang, Tianjun Zhang, Chris Cummins +6
Path planning, the problem of efficiently discovering high-reward trajectories, often requires optimizing a high-dimensional and multimodal reward function. Popular approaches like…
cs.CL2021★ 50 cited
FUDGE: Controlled Text Generation With Future Discriminators
Kevin Yang, Dan Klein
We propose Future Discriminators for Generation (FUDGE), a flexible and modular method for controlled text generation. Given a pre-existing model G for generating text from a distr…