Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
Artificial Intelligence (2) (3 credit hours, Prerequisite: 605441) The course will cover several major areas of Artificial Intelligence including planning, scheduling, agents, genetic algorithms, neural networks and machine learning. These areas share an emphasis on probabilistic models of uncertainty, compact representations of complex environments, and efficient algorithms for reasoning, acting, and learning from experience. The main problems of probabilistic AI, including planning and learning in Markovian environments, reasoning under uncertainty via probabilistic graphical models, and interaction between rational agents in game-theoretic settings will be surveyed.