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Problem-Solving & Search Techniques

Core algorithms for finding solutions in AI.

4 days

Topics in this Chapter

1

State Space Search

Formalizing problems as states, actions, and goals.

2

Uninformed Search (BFS, DFS)

Exploring the state space without problem-specific hints.

3

Informed Search (A*)

Using heuristics to guide the search towards the goal.

4

Heuristics

The art of designing effective problem-specific estimates.

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