Aude Billard

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Full Professor

aude.billard@epfl.ch +41 21 693 54 64 http://lasa.epfl.ch/

EPFL STI IGM-GE
ME A3 393 (Bâtiment ME)
Station 9
CH-1015 Lausanne

EPFL STI IMT LASA
ME A3 393 (Bâtiment ME)
Station 9
CH-1015 Lausanne

Web site: Web site: https://lasa.epfl.ch/

Web site: Web site: https://apel.epfl.ch/

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Administrative data

Fields of expertise

Machine Learning
Neural Modeling
Humanoid Robotics
Human-Robot Interactions
Computational Neuroscience

Teaching & PhD

Teaching

Microengineering

Mechanical Engineering

PhD Programs

Doctoral Program in Electrical Engineering

Doctoral program in robotics, control, and intelligent systems

Doctoral Program in Neuroscience

Doctoral Program Digital Humanities

Doctoral Program in Biotechnology and Bioengineering

Courses

Machine learning programming

This is a practice-based course, where students program algorithms in machine learning and evaluate the performance of the algorithm thoroughly using real-world dataset.

Robotics practicals

The goal of this lab series is to practice the various theoretical frameworks acquired in the courses on a variety of robots, ranging from industrial robots to autonomous mobile robots, to robotic devices, all the way to interactive robots.

Applied machine learning

Real-world engineering applications must cope with a large dataset of dynamic variables, which cannot be well approximated by classical or deterministic models. This course gives an overview of methods from Machine Learning for the analysis of non-linear,...

Advanced machine learning