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The Power of Cooperation in Networks of Learning Agents - Keynote Talk

Offered By: Uncertainty in Artificial Intelligence via YouTube

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Online Learning Courses Artificial Intelligence Courses Machine Learning Courses Cooperative Learning Courses Multi-Agent Systems Courses

Course Description

Overview

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Explore the power of cooperation in networks of learning agents through this keynote talk delivered by Nicolò Cesa-Bianchi at the Uncertainty in Artificial Intelligence (UAI) 2024 conference. Delve into the research conducted by Cesa-Bianchi, from the Università degli Studi di Milano e Politecnico di Milano, Italy, as he presents "The power of cooperation in networks of learning agents." Discover how information exchange between agents can accelerate learning processes and lead to improved performance bounds compared to non-cooperating agents. Gain insights into the online learning setting and understand the implications of this research for both single common task learning and multi-task learning scenarios across agent networks. This hour-long presentation offers a deep dive into the cutting-edge advancements in cooperative learning within artificial intelligence.

Syllabus

UAI 2024 Keynote Talk 1: Nicolò Cesa-Bianchi


Taught by

Uncertainty in Artificial Intelligence

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