EI Seminar - Recent Papers in Embodied Intelligence

EI Seminar - Recent Papers in Embodied Intelligence

MIT Embodied Intelligence via YouTube Direct link

Deformation-based Hierarchical Morphology Parameterization Parameterize Articulated Robots

6 of 15

6 of 15

Deformation-based Hierarchical Morphology Parameterization Parameterize Articulated Robots

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Classroom Contents

EI Seminar - Recent Papers in Embodied Intelligence

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  1. 1 Intro
  2. 2 Problem Setup
  3. 3 Real-World PID Heater Controller Optimization
  4. 4 Measurement = measurement consistent set (blue outline)
  5. 5 What is a Good Morphology Parameterization?
  6. 6 Deformation-based Hierarchical Morphology Parameterization Parameterize Articulated Robots
  7. 7 Real Experiments Test manufacturability and functionality of optimized designs
  8. 8 Tasks come from real codes in programming competitions Programming competitions: hundreds of correct implementations for each od -3k problems
  9. 9 Transformer baseline
  10. 10 Language modeling with transformer
  11. 11 Feature Representation
  12. 12 Unstructured Magnitude Pruning
  13. 13 Low-Resource (English) ASR
  14. 14 Cross-Lingual Mask Transfer
  15. 15 PHASE combines physical scene understanding and social scene understanding

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