• ep20 - Aude Billard: From Robot learning to Dexterous Manipulation and Human-Robot Interaction

  • Feb 16 2024
  • Duración: 1 h y 8 m
  • Podcast

ep20 - Aude Billard: From Robot learning to Dexterous Manipulation and Human-Robot Interaction

  • Resumen

  • Outline
    00:00 - Intro
    00:58 - Early steps… in physics!
    05:17 - AI in Edinburgh
    08:00 - Connectionism
    10:37 - Robot learning
    19:02 - Imitation learning
    23:00 - On pursuing a PhD
    24:45 - Californian chronicles
    30:10 - Modularity
    33:20 - Challenges in robot learning
    39:44 - Dexterous manipulation
    43:52 - Dynamical systems
    47:37 - Combining ML and control
    51:25 - Human-robot interaction
    54:24 - Safety and compliance
    57:54 - Deadlines for papers
    1:06:38 - Advice to future students
    1:07:08 - Outro

    Links
    Aude’s lab: http://tinyurl.com/4nsx2kra
    Robot learning: http://tinyurl.com/2ty25t2r
    Connectionism: http://tinyurl.com/mrd76zfx
    I. Demiris: http://tinyurl.com/nhhn6ymu
    Hebbian learning: http://tinyurl.com/35ey7um5
    DRAMA (paper): http://tinyurl.com/4fvbs867
    Imitation learning: http://tinyurl.com/2af3aew4
    Mirror neurons: http://tinyurl.com/4nd3sm75
    G. Rizzolatti: http://tinyurl.com/5b4xfab5
    Embodied cognition: http://tinyurl.com/5284kp8f
    A biologically inspired robotic model for learning by imitation: http://tinyurl.com/4j33nphv
    M. Airbib: http://tinyurl.com/3bu3y5dz
    Recent Advances in Robot Learning from Demonstration: http://tinyurl.com/487pm3xk
    Synthetic brain imaging (paper): http://tinyurl.com/38uerwk7
    Catching Objects in Flight (paper): http://tinyurl.com/38d8fk9m
    Feasibility not optimality (video): http://tinyurl.com/mwa8b7et
    Learning multiple-attractors (paper): http://tinyurl.com/2j3yxwm8
    On human compliance (paper): http://tinyurl.com/4vp2kmhw
    Deadlines for conferences: http://tinyurl.com/mpwntkty

    Support the Show.

    Podcast info
    Podcast website: https://www.incontrolpodcast.com/
    Apple Podcasts: https://tinyurl.com/5n84j85j
    Spotify: https://tinyurl.com/4rwztj3c
    RSS: https://tinyurl.com/yc2fcv4y
    Youtube: https://tinyurl.com/bdbvhsj6
    Facebook: https://tinyurl.com/3z24yr43
    Twitter: https://twitter.com/IncontrolP
    Instagram: https://tinyurl.com/35cu4kr4

    Acknowledgments and sponsors
    This episode was supported by the National Centre of Competence in Research on «Dependable, ubiquitous automation» and the IFAC Activity fund. The podcast benefits from the help of an incredibly talented and passionate team. Special thanks to L. Seward, E. Cahard, F. Banis, F. Dörfler, J. Lygeros, ETH studio and mirrorlake . Music was composed by A New Element.

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