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Classroom Contents
Action Matching: Learning Stochastic Dynamics from Samples
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- 1 - Intro
- 2 - Motivation
- 3 - Minimal vector field
- 4 - Action matching algorithm - learning the vector field from the samples
- 5 - Discussion
- 6 - Unbalanced action matching
- 7 - Simulation of a quantum system from observations
- 8 - Pairwise comparison with VP-SDE
- 9 - Generative modeling
- 10 - Discussion + Q&A
