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2024 ICML ICML 2024

Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning

Authors

Minji Lee, Luiz Felipe Vecchietti, Hyunkyu Jung, Hyun Joo Ro, Meeyoung Cha, Ho Min Kim

Topics

Machine Learning > Optimization & Theory > Optimization Deep Learning > Models > Generative Models Reinforcement Learning > Methods > Deep RL

Keywords

reinforcement learning markov decision process latent space protein language model encoder decoder fitness optimization
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