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The Power of Collective Memory

Talkat Managing Memory 2025 · 2025-09-29..10-03· [computer-vision]
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slides:none on file

Describes the Amoebot model of anonymous lattice particles with only constant-size memory and local sensing, proves a Markov-chain “compression” algorithm where lambda > 2+√2 yields configurations within constant factor of minimum perimeter while smaller lambda (>1) provokes spindly maximized-perimeter shapes, and implements the memory-free embodiment on 2 cm BobBots using tunable magnets with matching physics simulations and microfluidic experiments indicating the predicted aggregation/dispersion phase change.

AI-written summary · about

  1. 0:00Introduction
  2. 1:26Self-organization in nature
  3. 8:20Constant-memory algorithms
  4. 22:39Algorithms without memory
  5. 35:01From theory to robots
  6. 38:57Microscale robots
  7. 41:03Conclusion
  8. 42:30Collaborations
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