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Motivation
- One of the major goals of AI is to help humans in solving complex tasks
- How can I fill my container with pallets?
- Which is the shortest way from Milan to Innsbruck?
- Which is the fastest way from Milan to Innsbruck?
- How can I optimize the load of my freight to maximize my revenue?
- How can I solve my Sudoku game?
- What is the sequence of actions I should apply to win a game?
- Sometimes finding a solution is not enough, you want the optimal solution according to some “cost” criteria
- All the example presented above involve looking for a plan
- A plan that can be defined as the set of operations to be performed of an initial state, to reach a final state that is considered the goal state
- Thus we need efficient techniques to search for paths, or sequences of actions, that can enable us to reach the goal state, i.e. to find a plan
- Such techniques are commonly called Search Methods
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