Yang Gao - Sample-efficient AI

Описание: Yang Gao, an AI researcher with affiliations at Berkeley and Tsinghua University, joined the podcast to talk integrating reinforcement learning with search methods, EfficientZero and MuZero, and comparing EfficientZero's sample efficiency to that of a human being.

Intro music:
➞ Artist: Ron Gelinas
➞ Track Title: Daybreak Chill Blend (original mix)
➞ Link to Track:    • Ron Gelinas - Daybreak Chill Blend [ROYALT...  

0:00 Intro
1:50 Yang’s background
6:00 MuZero’s activity
13:25 MuZero to EfficiantZero
19:00 Sample efficiency comparison
23:40 Leveraging algorithmic tweaks
27:10 Importance of evolution to human brains and AI systems
35:10 Human-level sample efficiency
38:28 Existential risk from AI in China
47:30 Evolution and language
49:40 Wrap-up