Advanced Artificial Intelligence
Course Code: CSE 6009
Course Type: n/a
Credit: 3.00
Credit Hour: 3.00
Prerequisite: n/a
Introduction; Advanced search
techniques in AI, Advanced plan generating systems; Probabilistic Reasoning,
decision networks; Making complex decisions: Sequential decision problems,
partially observable Markov decision problems (POMDPs); Multiple agent theory:
Cooperation among multiple agents; Learning from observations: Inductive
learning, decision trees, ensemble learning; Knowledge in learning: Use of
logic, explanation based learning, inductive logic programming; Statistical
learning: Complete data, hidden nodes (EM method), instance based learning,
neural networks and neural belief networks; Fuzzy logic and Genetic algorithm.
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