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Questions and Answers
What is the consequence if we cannot add new clauses?
What is the consequence if we cannot add new clauses?
- The knowledge base is incomplete
- The inference is invalid
- No entailment is possible (correct)
- Entailment is guaranteed
What can be concluded from the given clauses (A  B)  (¬B  C)  (¬C)?
What can be concluded from the given clauses (A  B)  (¬B  C)  (¬C)?
- A is entailed (correct)
- B is entailed
- C is entailed
- None of the above
What is the role of constant symbols in first-order logic?
What is the role of constant symbols in first-order logic?
- They represent predicates
- They represent variables
- They represent objects (correct)
- They represent functions
What does the BelongsTo(Minerva, Gryffindor) predicate represent?
What does the BelongsTo(Minerva, Gryffindor) predicate represent?
What is the purpose of universal quantification in first-order logic?
What is the purpose of universal quantification in first-order logic?
What is the difference between propositional logic and first-order logic?
What is the difference between propositional logic and first-order logic?
What is the purpose of the ¬ symbol in first-order logic?
What is the purpose of the ¬ symbol in first-order logic?
What is the result of resolving the clauses (A  B) and (¬B  C)?
What is the result of resolving the clauses (A  B) and (¬B  C)?
What is the role of predicate symbols in first-order logic?
What is the role of predicate symbols in first-order logic?
What can be concluded from the clauses Person(Minerva) and ¬House(Minerva)?
What can be concluded from the clauses Person(Minerva) and ¬House(Minerva)?
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Study Notes
Propositional Symbols
- Propositional symbols are used to represent propositions or statements that can be either true or false.
- Examples of propositional symbols include GilderoyGryffindor, GilderoyHufflepuff, GilderoyRavenclaw, and GilderoySlytherin.
Knowledge and Logic
- Knowledge-based agents are agents that reason by operating on internal representations of knowledge.
- Knowledge representation languages are used to represent knowledge.
Inference Rules
- Modus Ponens: if α → β, and α, then β.
- And Elimination: if α ∧ β, then β.
- Double Negation Elimination: ¬¬α → α.
Propositional Logic
- A sentence is an assertion about the world in a knowledge representation language.
- Propositional logic uses propositional symbols and logical connectives.
- Logical connectives include ¬ (not), ∧ (and), ∨ (or), → (implication), and ⇔ (biconditional).
Model
- A model is an assignment of a truth value to every propositional symbol (a "possible world").
Inference by Resolution
- Resolution is a method of inference that involves adding clauses to a knowledge base.
First-order Logic
- First-order logic uses variables, constants, predicates, and functions to represent knowledge.
- Examples of constants include Minerva, Pomona, and Horace.
- Examples of predicates include Person, House, and BelongsTo.
Universal Quantification
- Universal quantification uses the symbol ∀ to indicate "for all".
- The notation ∀x. --- means "for all x, ---".
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