CORDIS Project
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This project aims to enhance reinforcement learning by improving its theoretical foundations and practical applications. It focuses on compact representations, efficient computation, and addressing societal challenges such as fairness and privacy, ultimately advancing the field of artificial intelligence.
Computational learning theory has been highly successful over the last three decades, both in providing deep mathematical theories and in influencing the practice of machine learning.
One of the great recent successes of computational learning theory has been the study of online learning and multi-arm bandits.
This line of research has been highly successful, both theoretically and practically, addressing many important applications.
Unfortunately, the recent theoretical progress in Markov Decis…
TEL AVIV UNIVERSITY
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