Parables on the Power of Planning in AI - From Poker to Diplomacy

Offered By: Paul G. Allen School via YouTube

Course Description

Overview

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Explore the frontier capabilities of AI systems and gain algorithmic insights through the lens of game-playing AI in this 57-minute talk by Noam Brown from OpenAI. Delve into research breakthroughs in games like poker, Go, and Diplomacy, with a focus on the crucial role of search and planning algorithms. Learn about the evolution of AI from Deep Blue to AlphaGo and Cicero, and discover potential future applications of this research in improving machine learning models. Gain insights from the creator of Libratus, Pluribus, and Cicero as he discusses the power of planning in AI and its implications for natural language strategy games and beyond.

Syllabus

Parables on the Power of Planning in AI: From Poker to Diplomacy: Noam Brown (OpenAI)

Taught by

Paul G. Allen School

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