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

Hui Yuan, Chengzhuo Ni, Huazheng Wang, Xuezhou Zhang, Le-Cong, Csaba Szepesvári, Mengdi Wang. Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

Abstract is missing.