notesum.ai
Published at November 7Few-Shot Task Learning through Inverse Generative Modeling
cs.AI
cs.LG
cs.RO
Released Date: November 7, 2024
Authors: Aviv Netanyahu1, Yilun Du1, Antonia Bronars1, Jyothish Pari1, Joshua Tenenbaum1, Tianmin Shu2, Pulkit Agrawal1
Aff.: 1Massachusetts Institute of Technology; 2Johns Hopkins University

| Setting | BC | VAE | Ours |
|---|---|---|---|
| Training | 20 16.3 | 0 0 | 80 16.3 |
| 66.7 0 | 46.7 16.3 | 100 0 | |
| New Concept | 26.7 13.3 | 0 0 | 73.3 13.3 |
| New Initial State | 40 24.9 | 26.7 13.3 | 80 16.3 |