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Major Topics Covered

Algorithms and representations for artificial intelligence

Search
Uninformed search
Informed search
Constraint Satisfaction

Game Playing
Minimax
alpha-beta search
Introduction to game theory

Logic and Knowledge Representation
Propositional logic
First order logic
Theorem Proving

Reasoning under uncertainty
Probability
Bayes nets
Hidden Markov models and tracking

Planning
Classical planning
Decision theory
Stochastic planning (MDPs)

Introduction to machine learning

Introduction to robotics
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