Cs331 | Stanford

Studying novel simulation environments for robotics, including navigation and manipulation tasks.

The exact syllabus changes every year because the field of computer vision moves at breakneck speed. However, a composite syllabus from recent offerings (2022–2025) reveals consistent core modules: cs331 stanford

Originally focused on more general algorithm design, the course has evolved significantly to center on modern generative and reasoning-based AI. Stanford University Academic Year Course Title Lead Instructor 2025–2026 AI for Algorithmic Reasoning and Optimization (CS331X) Ellen Vitercik 2023–2024 AI for Algorithmic Reasoning and Optimization Ellen Vitercik 2022–2023 Machine Learning for Algorithm Design Ellen Vitercik Prior Years Advanced Reading in Computer Vision (Old CS331) Various (e.g., formerly CS323) Student Experience Studying novel simulation environments for robotics