Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2019 - Search 1 - Dynamic Programming, Uniform Cost Search | Stanford CS221: AI (Autumn 2019)

For more information about Stanford's Artificial Intelligence professional and graduate programs visit: https://stanford.io/ai Topics: Problem-solving as finding paths in graphs, Tree search, Dynamic programming, uniform cost search Percy Liang, Associate Professor & Dorsa Sadigh, Assistant Professor - Stanford University http://onlinehub.stanford.edu/ Associate Professor Percy Liang Associate Professor of Computer Science and Statistics (courtesy) https://profiles.stanford.edu/percy-liang Assistant Professor Dorsa Sadigh Assistant Professor in the Computer Science Department & Electrical Engineering Department https://profiles.stanford.edu/dorsa-sadigh To follow along with the course schedule and syllabus, visit: https://stanford-cs221.github.io/autumn2019/#schedule 0:00 Introduction 3:59 Class Guidelines 5:30 Search Problems 8:45 Reflex Based Models 9:38 Future Consequences of Actions 11:03 Research 12:28 Search Tree 16:23 End Function 16:46 Action 17:33 Optimization 18:03 Transportation 23:09 Algorithm 26:27 Space 28:18 Backtracking Search 37:55 BroaderFirst Search 43:23 Dynamic Programming