Autonomous assembly planning of demonstrated skills with reinforcement learning in simulation

Author:

De Winter JorisORCID,EI Makrini Ilias,Van de Perre Greet,Nowé Ann,Verstraten Tom,Vanderborght Bram

Funder

Fonds Wetenschappelijk Onderzoek

Flanders Make

Vlaamse Overheid

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference29 articles.

1. Agrawal, D., Kumara, S., & Finke, D. (2014). Automated assembly sequence planning and subassembly detection. IIE Annual Conference and Expo, 2014, 781–788.

2. Bagheri, E., de Winter, J., Langlois, K., & Vanderborght, B. (2020). Enhancing human robot interaction through explanation. In QISAR Conference: Quality of Interaction in Socially Assistive Robots, August 2020.

3. Bilberg, A., & Alting, L. (1991). When simulation takes control. Journal of Manufacturing Systems, 10(3), 179–193. https://doi.org/10.1016/0278-6125(91)90032-W.

4. Bilberg, A., & Malik, A. A. (2019). Digital twin driven human-robot collaborative assembly. CIRP Annals, 68(1), 499–502.

5. Billard, A., Calinon, S., Dillmann, R., & Schaal, S. (2008). Robot programming by demonstration. In B. Siciliano & O. Khatib (Eds.), Springer Handbook of Robotics. Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-540-30301-5_60.

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