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
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.
- 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