编程珠玑
Jon Bentley
Information Theory, Inference and Learning Algorithms
David J. C. MacKay
Electromagnetic Wave Theory
Jin Au Kong
How to Prove It: A Structured Approach
Daniel J. Velleman
Multi-Agent Reinforcement Learning: Foundations and Modern Approaches
Stefano V. Albrecht & Filippos Christianos & Lukas Schäfer
Learning Theory From First Principles
Francis Bach
Introduction to Algorithms, Third Edition
Thomas H. Cormen & Charles E. Leiserson & Ronald L. Rivest & Clifford Stein
Proof and the Art of Mathematics: Examples and Extensions
Joel David Hamkins
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Machine Learning, Second Edition: A Probabilistic Perspective
Kevin P. Murphy