Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Statistical Rethinking: A Bayesian Course With Examples in R ...
Richard McElreath
Bayesian Data Analysis
Andrew Gelman
Multi-Agent Reinforcement Learning: Foundations and Modern Approaches
Stefano V. Albrecht & Filippos Christianos & Lukas Schäfer
Information Theory, Inference and Learning Algorithms
David J. C. MacKay
Computer Vision: Models, Learning, and Inference
Simon J. D. Prince