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About Problem Solving and Search: 6.825 Techniques in Artificial Intelligence
This document discusses problem solving and search techniques in artificial intelligence. It introduces the properties of a problem solving problem, including that the agent knows world dynamics, the world state is finite and small enough to enumerate, the world is deterministic, and utility is the sum over states in a path. It notes that later in the course, some assumptions will be relaxed, such as the agent knowing world dynamics when discussing learning, and the world being deterministic when discussing uncertainty. Real-world problems are rarely perfectly aligned with this problem solving formulation, but it can be a useful abstraction. Route planning in a map is provided as an example problem.
Detailed Information
| Author: | ['HayderALMakhzomi'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 118 |
| Language: | English |
| Format: | |
| Price: | FREE |
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