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cs.LG2023
Goal-oriented inference of environment from redundant observations
Kazuki Takahashi, Tomoki Fukai, Yutaka Sakai +1
The agent learns to organize decision behavior to achieve a behavioral goal, such as reward maximization, and reinforcement learning is often used for this optimization. Learning a…
cs.LG2022
An Extension of Fisher's Criterion: Theoretical Results with a Neural Network Realization
Ibrahim Alsolami, Tomoki Fukai
Fisher's criterion is a widely used tool in machine learning for feature selection. For large search spaces, Fisher's criterion can provide a scalable solution to select features.…