2 papers
cs.LG2025
Focused Skill Discovery: Learning to Control Specific State Variables while Minimizing Side Effects
Jonathan Colaço Carr, Qinyi Sun, Cameron Allen
Skills are essential for unlocking higher levels of problem solving. A common approach to discovering these skills is to learn ones that reliably reach different states, thus empow…
cs.LG2025
Fractal Generative Models
Tianhong Li, Qinyi Sun, Lijie Fan +1
Modularization is a cornerstone of computer science, abstracting complex functions into atomic building blocks. In this paper, we introduce a new level of modularization by abstrac…