[2J5-GS-2] Machine learning: Advancement reinforcement learning (1)

Wed. Jun 10, 2020 3:50 PM - 5:30 PM Room J (jsai2020online-10)

座長：内部英治（ATR）

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3:50 PM - 4:10 PM

[2J5-GS-2-01] Robustness of Unsupervised Representation Learning on Continual Pre-Training for Image Classification

〇Hikaru Nakata^1,2, Rio Yokota^1,2 (1. Tokyo Institute of Technology, 2. AIST- Tokyo Tech Real World Big-Data Computation Open Innovation Laboratory (RWBC-OIL))

4:10 PM - 4:30 PM

[2J5-GS-2-02] Continual Learning Based on Amortized Inference

〇Hirono Kawashima¹, Makoto Kawano², Wataru Kumagai³, Kota Matsui³, Jin Nakazawa¹ (1. Keio University , 2. The University of Tokyo , 3. RIKEN AIP)

4:30 PM - 4:50 PM

[2J5-GS-2-03] Policy Transfer in Reinforcement Learning with Domain Adaptation using Transition Probability

〇Rei Sato^1,2, Kazuto Fukuchi^1,2, Jun Sakuma^1,2, Youhei Akimoto^1,2 (1. University of Tsukuba, 2. RIKEN Center for Advanced Intelligence Project)

4:50 PM - 5:10 PM

[2J5-GS-2-04] Development of AMD vibration control system using reinforcement learning

〇Yuya Aoyama¹, Masayuki Yamanaka¹, Koichi Nakatsuka¹, Takahiro Suzuki¹, Takeshi Hata¹, Takeshi Sano¹, Taku Yoshioka², Atsushi Izawa², Tetsuo Shiihashi² (1. Obayashi Corporation, 2. Laboro.AI)

5:10 PM - 5:30 PM

[2J5-GS-2-05] Mastering a Game with Imperfect Information by Game Tree Search with a Latently Learned Model

In the Case of "Gyakuten Othellonia"

〇Shintaro Sakoda^1,2, Katsuki Ohto², Ikki Tanaka², Yu Kono² (1. Keio University, 2. DeNA Co., Ltd.)

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