Explore the path towards General Artificial Intelligence in this 32-minute conference talk by Danny Lange, SVP of AI and ML at Unity Technologies. Delve into the four dimensions of AI, reinforcement learning, and various learning methods including control, curriculum, and multi-agent learning. Witness demonstrations of AI implementation in video games and gain insights on applying AI to business contexts. Learn about key concepts such as tabula rasa, memory in learning, hierarchical learning, and attention mechanisms. Discover how these elements contribute to the development of more advanced AI systems and their potential impact on future technologies.
Overview
Syllabus
Intro
Board & trivia games in AI
The 4 dimensions to AI
Nature's learning method: Reinforcement
Chicken crossing the road: Tabula rasa
Demo
Control learning
Curriculum learning
Memory in learning
Hierarchical learning
Attention
Multi-agent learning
Traits in learning
On the road to a greatly improved AI
Outro
Taught by
GOTO Conferences
