〇Hayato Okubo¹, Yosihifumi Amamoto¹, Hiroyuki Kumazoe¹, Toshimitsu Aritake², Yoh-ichi Mototake¹ (1. Hitotsubashi University Graduate School of Social Data Science, 2. Hitotsubashi Institute for Advanced Study)

Session information

[2S5-GS-2] Machine learning:

[2S5-GS-2-01] Solving Large-Scale Traveling Salesman Problems with Node Distribution-Aware Hierarchical Reinforcement Learning

[2S5-GS-2-02] Proposal of an Off-Policy Evaluation Method Considering the Entire Reward Distribution in Large Action Spaces.

[2S5-GS-2-03] Generating training data for learning task allocation in vehicle routing problems with time windows using deep reinforcement learning

[2S5-GS-2-04] Estimation of the average treatment effect by estimating propensity scores using a Bayesian network classifier

[2S5-GS-2-05] Bayesian modeling of spectral deconvolution process by scientist

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