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cs.LG2025
Conditional Policy Generator for Dynamic Constraint Satisfaction and Optimization
Wook Lee, Frans A. Oliehoek
Leveraging machine learning methods to solve constraint satisfaction problems has shown promising, but they are mostly limited to a static situation where the problem description i…
cs.LG2020
Analog Circuit Design with Dyna-Style Reinforcement Learning
Wook Lee, Frans A. Oliehoek
In this work, we present a learning based approach to analog circuit design, where the goal is to optimize circuit performance subject to certain design constraints. One of the asp…