Aude Billard

Unit: SMT-ENS

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

Unit: SGM-ENS

Unit: EDRS-ENS

Web site: http://apel.epfl.ch/
Unit: APEL

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 computer and communication sciences
  • Doctoral Program in Manufacturing Systems and Robotics
  • Doctoral Program in Electrical Engineering
  • Doctoral program in robotics, control, and intelligent systems
  • Doctoral Program in Neuroscience
  • Doctoral Program Digital Humanities

PhD Students

Courses

Advanced machine learning

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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,... goto


Machine learning programming

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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. goto