Cover image for Inductive Biases in Machine Learning for Robotics and Control
Title:
Inductive Biases in Machine Learning for Robotics and Control
Author:
Lutter, Michael. author.
ISBN:
9783031378324
Edition:
1st ed. 2023.
Physical Description:
XV, 119 p. 23 illus., 20 illus. in color. online resource.
Series:
Springer Tracts in Advanced Robotics, 156
Contents:
Introduction -- A Differentiable Newton-Euler Algorithm for Real-World Robotics -- Combining Physics and Deep Learning for Continuous-Time Dynamics Models -- Continuous-Time Fitted Value Iteration for Robust Policies -- Conclusion.
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