This book provides the reader with a starting point for understanding the topic. Although written at a research level it provides a comprehensive and accessible introduction to deep reinforcement ...

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Zdeborová now leads the Statistical Physics of Computation Laboratory at the Swiss Federal Institute of Technology Lausanne.

Ma, Yi Tsao, Doris and Shum, Heung-Yeung 2022. On the principles of Parsimony and Self-consistency for the emergence of intelligence. Frontiers of Information Technology & Electronic Engineering, Vol.

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Roberts, Leslie G. 1996. A remark on the hochschild homology of the coordinate axes. Communications in Algebra, Vol. 24, Issue. 3, p. 949.

This course gives a basic introduction to machine learning (ML) and artificial intelligence (AI). Through an algorithmic approach, the students are given a practical understanding of the methods being ...

The course focuses on methods for modern data analysis both within a practical and theoretical framework. Fewer assumptions are made when using these methods, such as machine learning or statistical ...

Michael Boyle is an experienced financial professional with more than 10 years working with financial planning, derivatives, equities, fixed income, project management, and analytics. Suzanne is a ...