CSE 150BIntroduction to Artificial Intelligence: Search and Reasoning
The course will introduce important ideas and algorithms in search and reasoning and demonstrate how they are used in practical AI applications. Topics include A* search, adversarial search, Monte Carlo tree search, reinforcement learning, constraint solving and optimization, propositional and first-order reasoning.
Prerequisites
From the catalog: “CSE 12 or DSC 40B and CSE 15L or CSE 29 or DSC 80 and COGS 118D or CSE 103 or ECE 109 or ECON 120A or MAE 108 or MATH 180A or MATH 180B or MATH 181A or MATH 183 or MATH 186 and CSE 100 or CSE 100R; restricted to students within the CS25, CS26, CS27, CS29, EC26, and DS25 majors. All other students will be allowed as space permits.”
Where it sits in degree plans
Suggested plans most often put it in Year 3 · Fall (1 program).
Required in (1)
- Artificial Intelligence
Courses that list CSE 150B as a prerequisite (1)
- COGS 182 Introduction to Reinforcement Learning