Alex Ledbetter

Alex Ledbetter

PhD student

BIASlab, TU Eindhoven

I earned my MSc in Cognitive Robotics from TU Delft in 2024, defending a masters thesis demonstrating the ability of a predictive-coding inspired neural network, PredNet, to perform rudimentary structure learning over objects, classes, and class-specific behaviors by way of accurate future video-frame predictions when trained on a custom dataset of video sequences showcasing simple 2D objects and their class-specific behaviors. Now I am a PhD student working jointly under EE/BIASlab, ME/Reshape Lab, and ME/Neuromorphic Engineering groups to enable embodied AI for continuous human-like learning. The minimum expectation is to demonstrate this continuous human-like learning, powered by the neuroscience theory of active inference and implmented in a distributed manner via neuromorphic computing, in a soft-robotics environment exploration and modelling task. More ambitiously, I aim to pave the way towards general, scalable, multisensory, and structurally-grounded modelling and prediction applications.

Interests
  • Neuroscience-Inspired Embodied Artificial General Intelligence
  • Soft Robotics
  • Neuromorphic Computing
  • Human-AI Alignment
Education
  • MSc in Cognitive Robotics, 2024

    Delft University of Technology

  • BSc in Mechanical Engineering, 2017

    University of California, Los Angeles

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