5 Questions
Which component is central to a knowledge-based agent?
Knowledge base (KB)
What type of agents have an explicit representation of knowledge that can be reasoned with?
Knowledge-based agents
What type of reasoning is used by knowledge-based agents to manipulate knowledge?
Forward and backward reasoning
What is the central focus of a knowledge-based agent's functioning?
Manipulation of the knowledge base
What is the role of a knowledge representation language in a knowledge-based agent?
Expressing sentences in the knowledge base
Study Notes
Knowledge-Based Agents
- The central component of a knowledge-based agent is the knowledge base.
- Knowledge-based agents have an explicit representation of knowledge that can be reasoned with.
- The type of reasoning used by knowledge-based agents to manipulate knowledge is deductive reasoning.
- The central focus of a knowledge-based agent's functioning is to reason about the knowledge in the knowledge base.
- The role of a knowledge representation language in a knowledge-based agent is to provide a formalism for expressing the knowledge in the knowledge base, allowing the agent to reason about it.
Test your understanding of statistical reasoning, Bayesian networks, Dempster-Shafer theory, and fuzzy logic in the context of artificial intelligence with this quiz. Evaluate your knowledge and reasoning skills related to probability and Bays’ theorem, certainty factors, and rule-based systems.
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