Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization

Neural Information Processing Systems 

There is a growing interest in machine learning-assisted DE for accelerating protein optimization. Y et the theoretical understanding of DE, as well as the use of machine learning in DE, remains limited.

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