[2A4-E-2] Machine learning: method extensions

Wed. Jun 5, 2019 3:20 PM - 5:00 PM Room A (2F Main hall A)

Chair: Junichiro Mori (The University of Tokyo)

The room is connected with B.

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3:20 PM - 3:40 PM

[2A4-E-2-01] Multi-carrier energy hub management through deep deterministic policy gradient over continuous action space

Hioki Tomoyuki¹, 〇Tomah Sogabe^1,2,3, Dinesh Malla³, Kei Takahashi¹, Masaru Sogabe³, Katsuyoshi Sakamoto¹, Kouichi Yamaguchi¹ (1. Department of Engineering Science ,The University ofElectro-Communications, 2. Info-Powered Energy System Research Center, 3. Grid Inc.)

3:40 PM - 4:00 PM

[2A4-E-2-02] Attention-masking extended deep Q network (AME-DQN) reinforcement learning algorithm for combinatory optimization of smart-grid energy

〇Dinesh Bahadur Malla³, Hioki Tomoyuki ², Kei Takahashi², Masaru Sogabe³, Katsuyoshi Sakamoto^1,2, Koichi Yamaguchi^1,2, Tomah Sogabe^1,2,3 (1. i-PERC, The University ofElectro-Communications, 2. The University ofElectro-Communications, 3. Grid Inc.)

4:00 PM - 4:20 PM

[2A4-E-2-03] Exploring Machine Learning Techniques for Irony Detection

〇Zheng Lin Chia¹, Michal Ptaszynski¹, Fumito Masui¹ (1. Kitami Institute of Technology)

4:20 PM - 4:40 PM

[2A4-E-2-04] A Matrix-Operation Fast Approximated Solution for Logistic Regression with Strong L2 Regularization

〇Zeke Xie¹, Jinze Yu¹, Yanping Deng² (1. University of Tokyo, 2. Waseda University)

4:40 PM - 5:00 PM

[2A4-E-2-05] Final Sample Batch Normalization For Quantized Neural Networks

〇Joel Owen Nicholls¹, Atsunori Kanemura¹ (1. LeapMind Inc.)

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