Session information

General Session

General Session » [GS] J-2 Machine learning

[1Q2-J-2] Machine learning: reinforcement learning and its advances

Tue. Jun 4, 2019 1:20 PM - 3:00 PM Room Q (6F Meeting room, Bandaijima bldg.)

Chair:Koichiro Yoshino Reviewer:Kohei Miyaguchi

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1:20 PM - 1:40 PM

[1Q2-J-2-01] Building a Human-Like Agent Based on a Hybrid of Reinforcement and Imitation Learning

〇Rousslan Fernand Julien Dossa¹, Xinyu Lian¹, Hirokazu Nomoto², Takashi Matsubara¹, Kuniaki Uehara¹ (1. Kobe University, 2. EQUOS RESEARCH Co., Ltd.)

1:40 PM - 2:00 PM

[1Q2-J-2-02] Human Sub-goal Transfer in Hierarchical Reinforcement Learning

〇Takato Okudo^1,2, Seiji Yamada^2,1 (1. SOKENDAI, 2. National Institute of Informatics)

2:00 PM - 2:20 PM

[1Q2-J-2-03] Global optimization for supply chain process by deep reinforcement learning

〇Kazuhiro Koike¹ (1. ASKUL Corporation)

2:20 PM - 2:40 PM

[1Q2-J-2-04] Construction of Inverse Reinforcement Dynamics Learning Framework based on Maximum Entropy Principle

〇Yuki Nakaguchi¹, Riki Eto¹, Itaru Nishioka¹ (1. NEC Data Science Research Laboratories)

2:40 PM - 3:00 PM

[1Q2-J-2-05] On/off-policy Hybrid Deep Reinforcement Learning and Simulation in Control Tasks

〇Bonan Wang¹, Shin Kawai¹, Hajime Nobuhara¹ (1. University of Tsukuba)

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