foundations of computational agents
The third edition of Artificial Intelligence: foundations of computational agents, Cambridge University Press, 2023 is now available (including full text).
The following are the main points you should have learned from this chapter:
In domains characterized by individuals and relations, constants denoting individuals and predicate symbols denoting relations can be reasoned with to determine what is true in the domain.
Datalog is a logical language with constants, universally quantified variables, relations, and rules.
Substitutions are used to make instances of atoms and rules. Unification makes atoms identical for use in proofs.
Function symbols are used to denote a possibly infinite set of individuals described in terms of other individuals. Function symbols can be used to build data structures.
It is possible to use definite clauses to represent natural language grammars.
Equality between terms means that the terms denote the same individual.
Clark’s completion can be used to define the semantics of negation as failure under the complete knowledge assumption.