A Motion Capture and Imitation Learning Based Approach to Robot Control

Imitation learning is a discipline of machine learning primarily concerned with replicating observed behavior of agents known to perform well on a given task, collected in demonstration data sets. In this paper, we set out to introduce a pipeline for collecting demonstrations and training models tha...

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Bibliographic Details
Main Authors: Peteris Racinskis, Janis Arents, Modris Greitans
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/14/7186