Recognition of Contact Event Based on MFCC of Force Signals

Author:

Tsuji Toshiaki1,Sato Koyo1,Sakaino Sho23

Affiliation:

1. Saitama University

2. University of Tsukuba

3. JST PRESTO

Publisher

The Robotics Society of Japan

Reference17 articles.

1. 1) S. Schaal: “Is imitation learning the route to humanoid robots?” Trends in cognitive sciences, vol.3, no.6, pp.233–242, 1999.

2. 2) B.D. Argall, S. Chernova, M. Veloso and B. Browning: “A survey of robot learning from demonstration,” Robotics and autonomous systems, vol.57, no.5, pp.469–483, 2009.

3. 4) S. Scherzinger, A. Roennau and R. Dillmann: “Contact Skill Imitation Learning for Robot-Independent Assembly Programming,” Proc. IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS2019), pp.4309–4316, 2019.

4. 5) D. Furuta, K. Kutsuzawa, S. Sakaino and T. Tsuji: “Motion Planning With Success Judgement Model Based on Learning From Demonstration,” IEEE Access, vol.8, pp.73142–73150, 2020.

5. 6) K. Kase, R. Nakajo, H. Mori and T. Ogata: “Learning Multiple Sensorimotor Units to Complete Compound Tasks using an RNN with Multiple Attractors,” IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp.4244–4249, 2019.

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