%Aigaion2 BibTeX export from Idiap Publications %Saturday 21 December 2024 06:14:46 PM @INCOLLECTION{Calinon_SPRINGER_2019a, author = {Calinon, Sylvain and Lee, D.}, editor = {Vadakkepat, P. and Goswami, A.}, projects = {Idiap}, title = {Learning Control}, booktitle = {Humanoid Robotics: a Reference}, year = {2019}, pages = {1261-1312}, publisher = {Springer}, url = {https://doi.org/10.1007/978-94-007-7194-9_68-2}, doi = {10.1007/978-94-007-7194-9_68-2}, abstract = {This chapter presents an overview of learning approaches for the acquisition of controllers and movement skills in humanoid robots. The term learning control refers to the process of acquiring a control strategy to achieve a task. While the definition is in some cases restrained to trial-and-error learning, we present here learning control in a broader perspective, with a focus on the representation of skills to be acquired, and on the different learning strategies that can contribute to the acquisition of robust and adaptive controllers for humanoids.}, pdf = {https://publications.idiap.ch/attachments/papers/2018/Calinon_SPRINGER_2018.pdf} }