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May 23, 2025
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EGP 410 - AI For Games
This course provides a technical introduction to the core concepts of artifical intelligence (AI). Students will be introduced to the history of AI agents (agent architecture and multi-agent behavior), search (search space, uninformed and informed search, constraint satisfaction, game playing), knowledge representation (logical encoding of domain knowledge, logical reeasoning systems), planning (search over plan space partial-order planning, practical planning) uncertainty and probability, learning (inductive learning, linear separators, decision trees boosting, reinforcement learning), and perception and cognition (natural language, machine vision robotics).
Prerequisites: Complete EGP-200, EGP-310.
Credits: 3
ITS
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