<< Friday, May 17, 2019 >>

Friday, May 17, 2019

Dissertation Talk: Generalization via Self-Directed Learning

Presentation: Dissertation Talk: CS | May 17 | 12-1 p.m. | Soda Hall, 510 (VCL)

 Deepak Pathak, Computer Science, UC Berkeley

 Electrical Engineering and Computer Sciences (EECS)

Generalization, i.e., the ability to adapt to novel scenarios, is the hallmark of human intelligence. While we have systems that excel at recognizing objects, cleaning floors, playing complex games and occasionally beating humans, they are incredibly specific in that they only perform the tasks they are trained for and are miserable at generalization. Could actually optimizing towards...   More >