CMPE 556 presents artificial intelligence through the rational-agent perspective. The course begins with agents and
task environments, then develops problem formulation and systematic search using uninformed, informed, local,
stochastic, evolutionary, and constraint-based methods. It next addresses adversarial search and game playing
before moving to multi-agent interaction, coordination, negotiation, and collective decision making. The final part
examines swarm-intelligence methods - particle swarm optimization, artificial bee colony optimization, and ant
colony optimization - and concludes with the philosophical, ethical, safety, and societal implications of AI.
CMPE 556 | Advanced Artificial Intelligence 2627G | Serdar Öztaner
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