Third edition of Artificial Intelligence: foundations of computational agents, Cambridge University Press, 2023 is now available (including the full text).
9.6 Review
- Utility is a measure of preference that combines with probability.
- A decision network can represent a finite stage partially observable sequential decision problem in terms or features.
- An MDP can represent an infinite stage or indefinite stage sequential decision problem in terms of states.
- A fully observable MDP can be solved with value iteration or policy iteration.
- A dynamic decision network allows for the representation of an MDP in terms of features.
