[2J6-GS-2] Machine learning: Advancement reinforcement learning (2)

Wed. Jun 10, 2020 5:50 PM - 7:30 PM Room J (jsai2020online-10)

座長：谷口忠大（立命館大学）

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5:50 PM - 6:10 PM

[2J6-GS-2-01] Transferable Inverse Reinforcement Learning with Demonstrations in Multiple Dynamics

〇Yuki Nakaguchi¹ (1. NEC)

6:10 PM - 6:30 PM

[2J6-GS-2-02] Development of Abnormality Predictor Prediction Detection Method Using Bayesian Inverse Reinforcement Learning

〇Dinesh Dinesh^1,2, Tomoaki Kimura¹, Masaru Sogabe², katsuyoshi Sakamoto¹, Koichi Yamaguchi¹, Tomah Sogabe^1,2 (1. UEC, 2. Grid Inc.)

6:30 PM - 6:50 PM

[2J6-GS-2-03] Detection of Suspicious Behaviors based on Intention Inferred from Human Trajectories Using Inverse Reinforcement Learning

〇Ayumu Mimata¹, Sachiyo Arai¹ (1. Department of Urban Environment Systems, Graduate School of Science and Engineering, Chiba University)

6:50 PM - 7:10 PM

[2J6-GS-2-04] Visual explanation using Attention mechanism in A3C

〇Hidenori Itaya¹, Tsubasa Hirakawa¹, Takayoshi Yamashita¹, Hironobu Fujiyoshi¹, Komei Sugiura² (1. Chubu University, 2. National Institute of Information and Communications Technology (NICT))

7:10 PM - 7:30 PM

[2J6-GS-2-05] Multi-Agent Deep Reinforcement Learning with Multi-Branch Networks Considering Interaction

〇Tsuyoshi Goto¹, Tsubasa Hirakawa¹, Takayoshi Yamashita¹, Hironobu Fujiyoshi¹ (1. Chubu University)

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