Planning with Diffusion for Flexible Behavior Synthesis

Planning with Diffusion for Flexible Behavior Synthesis

Generative Memory Lab via YouTube Direct link

Intro

1 of 13

1 of 13

Intro

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Planning with Diffusion for Flexible Behavior Synthesis

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Intro
  2. 2 Neural nets + trajectory optimization
  3. 3 Is the model the bottleneck?
  4. 4 Planning as generative modeling
  5. 5 A generative model of trajectories
  6. 6 Compositional trajectory generation
  7. 7 Sampling from Diffuser
  8. 8 Variable-length predictions
  9. 9 Flexible Behavior Synthesis through Composing Distributions
  10. 10 Goal Planning through Inpainting
  11. 11 Test-Time Cost Specification
  12. 12 Offline Reinforcement Learning through Value Guidance
  13. 13 Test-Time Cost Functions

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.