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Universal Optimal Control, Reinforcement Learning, and Reaching Goals in LLMs

Institut des Hautes Etudes Scientifiques (IHES) via YouTube

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Overview

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This lecture by Yann Ollivier from FAIR at Meta, Paris, explores the connections between universal optimal control, reinforcement learning, and goal-directed behavior in Large Language Models. Learn about theoretical frameworks and practical applications that bridge these fields during this 54-minute presentation hosted by the Institut des Hautes Etudes Scientifiques (IHES). Discover how mathematical principles can be applied to improve LLM performance and goal-oriented capabilities. The video is available on CARMIN.tv, a French platform specializing in mathematics and interdisciplinary scientific content with features designed specifically for researchers.

Syllabus

Yann Ollivier - Universal Optimal Control, Reinforcement Learning, and Reaching Goals in LLMs

Taught by

Institut des Hautes Etudes Scientifiques (IHES)

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