Multiple View Geometry in Computer Vision 计算机视觉、几何经典之作。
Factor Graphs for Robot Perception 关于SLAM相关的图优化。
Reinforcement Learning: An introduction
Deep Reinforcement Learning and Control: Spring 2017, CMU 10703
Convex Optimization by Sebastien Bubeck
Stochastic Variance-Reduced Optimization for Machine Learning
Statistical Models Theory and Practice