3 docs tagged with "AI Foundations"

Foundations of Artificial Intelligence — programming basics, numerical computing with NumPy, data manipulation, and visualization.

The Agent-Environment loop, mathematical agent functions, the PEAS specification framework, environmental taxonomy, and agent architectural types.

Formal problem formulation, state space search graphs, Rich and Knight's 7 problem characteristics, and rigorous formulations of classic AI puzzles.