Variable Impedance Learning Control with Faster Re-learning and Reduced Initial Errors in Re-perturbation for Robots Operating in Divergent Force Fields

Author:

Jadav Shail V1ORCID,Riswadkar Shubhankar1ORCID,Kadam Sujay D2ORCID,Palanthandalam-Madapusi Harish1ORCID

Affiliation:

1. Indian Institute Of Technology Gandhinagar, IN

2. Dhirubhai Ambani Institute of Information and Communication Technology, IN

Publisher

ACM

Reference18 articles.

1. Fares  J Abu-Dakka and Matteo Saveriano . 2020. Variable Impedance Control and Learning—A Review. Frontiers in Robotics and AI 7 ( 2020 ). Fares J Abu-Dakka and Matteo Saveriano. 2020. Variable Impedance Control and Learning—A Review. Frontiers in Robotics and AI 7 (2020).

2. Hayder  FN Al-Shuka , Steffen Leonhardt , Wen-Hong Zhu , Rui Song , Chao Ding , and Yibin Li. 2018. Active impedance control of bioinspired motion robotic manipulators: An overview. Applied bionics and biomechanics 2018 ( 2018 ). Hayder FN Al-Shuka, Steffen Leonhardt, Wen-Hong Zhu, Rui Song, Chao Ding, and Yibin Li. 2018. Active impedance control of bioinspired motion robotic manipulators: An overview. Applied bionics and biomechanics 2018 (2018).

3. Bettering operation of Robots by learning

4. Jonas Buchli , Evangelos Theodorou , Freek Stulp , and Stefan Schaal . 2011. Variable impedance control a reinforcement learning approach. Robotics: Science and Systems VI 153 ( 2011 ). Jonas Buchli, Evangelos Theodorou, Freek Stulp, and Stefan Schaal. 2011. Variable impedance control a reinforcement learning approach. Robotics: Science and Systems VI 153 (2011).

5. Etienne Burdet , Rieko Osu , David  W Franklin , Theodore  E Milner , and Mitsuo Kawato . 2001. The central nervous system stabilizes unstable dynamics by learning optimal impedance. Nature 414, 6862 ( 2001 ), 446–449. Etienne Burdet, Rieko Osu, David W Franklin, Theodore E Milner, and Mitsuo Kawato. 2001. The central nervous system stabilizes unstable dynamics by learning optimal impedance. Nature 414, 6862 (2001), 446–449.

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