Japan Society of Civil Engineers 2021 Annual Meeting

Presentation information

第VI部門

建設ロボット

Thu. Sep 9, 2021 4:20 PM - 5:40 PM VI-14 (Room39)

Chair: Hiroaki Aoki

[VI-207] Application of deep reinforcement learning to bulldozer spreading work for the purpose of improving work efficiency and safety

〇DAISUKE TAJIMA1, Daichi Noborio2, Voot Tangkaratt3, Kenichi Hamamoto1, Tadashi Oguma1, Iduru Kuronuma1, Satoru Miura1, Toshihiro Kawashima2, Kazuhiko Hayashi2 (1.KAJIMA CORPORATION, 2.Komatsu Ltd., 3.Institute of Physical and Chemical Research)

Keywords:automated construction machine, bulldozer, spreading work, deep reinforcement learning, simulator, AI

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