CS188_Spring_2024

Introduction

CS188: Introduction to Artificial Intelligence

CS188_Spring_2024 is a repo containing the notes of CS188 and it's focused on Introduction to Artificial Intelligence (IAI)

Berkeley's introductory course in artificial intelligence.

This course is lead by Prof. Lingling Zhang @ XJTU

Syllabus

The course content is basically arranged in the order of chapters of the classic artificial intelligence textbook "Artificial Intelligence: Modern Methods"

• search pruning, constraint satisfaction problems, Markov decision processes, reinforcement learning, Bayesian networks, and hidden Markov models.
• basic machine learning and neural network related content.

Outline

• slide_XJTU: contains class materials concerning IAI in XJTU
• homework: my homework and analysis of each class
• notes: my understanding and summary of each class
• materials_UCB: class notes of CS188
• slide_UCB_2023: slides of CS188
• project_UCB_2023: project of CS188
• refbook: Artificial Intelligence - A Modern Method