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Improved Off-policy Reinforcement Learning in Biological Sequence Design
Designing biological sequences with desired properties is a significant challenge due to the
combinatorially vast search space and the high cost of evaluating each candidate sequence …
combinatorially vast search space and the high cost of evaluating each candidate sequence …
Variational Search Distributions
We develop variational search distributions (VSD), a method for finding discrete,
combinatorial designs of a rare desired class in a batch sequential manner with a fixed …
combinatorial designs of a rare desired class in a batch sequential manner with a fixed …