California State Univeristy, Long Beach
Dr. Jucheol Moon
Spring 2019
Introduction to the history and implementation of artificial intelligence agents. Topics include search, constraint satisfaction, game-playing, logical agents, belief networks, optimal sequential decision systems. Project implementation.
- Intelligent Agents
- Solving Problems by Searching
- Beyond Classical Search
- Adversarial Search
- Constraint Satisfaction Problems
- Logical Agents
- First-Order Logic
- Inference in First-Order Logic
- Quantifying Uncertainty
- Probabilistic Reasoning (over time) * Making Simple / Complex Decisions