Search Results for author: Ji Wei Yoon

Found 2 papers, 0 papers with code

Self-evolving Autoencoder Embedded Q-Network

no code implementations18 Feb 2024 J. Senthilnath, Bangjian Zhou, Zhen Wei Ng, Deeksha Aggarwal, Rajdeep Dutta, Ji Wei Yoon, Aye Phyu Phyu Aung, Keyu Wu, Min Wu, XiaoLi Li

During the evolution of the autoencoder architecture, a bias-variance regulatory strategy is employed to elicit the optimal response from the RL agent.

Decision Making Reinforcement Learning (RL)

Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers

no code implementations8 Aug 2023 Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J Senthilnath, Vijila Chellappan

For the subset of highly conductive samples, we employed a regression model to predict their conductivities, yielding an impressive test R2 value of 0. 984.

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