Exploring the Foundations of Formalism in Artificial Intelligence: Theoretical Approaches and Practical Applications !!
Abstract: Formalism in artificial intelligence (AI) is the idea that axioms can be created mechanically in a language with a recursive syntax. It also refers to the rules that transform formal language expressions into other expressions. Here are some other related concepts in AI: Formal methods A set of mathematical techniques used to design, verify, analyze, and specify software and hardware systems. Formal logic The dialectic or validation behind the thought in AI. It's important for AI agents and systems to be able to think and act humanely, and make decisions based on the situation. Knowledge representation formalisms These include predicate logic, frames, structured objects, and production rules. AIXI An abstract mathematical formalism for artificial general intelligence. It combines sequential decision theory with Solomonoff induction. Keywords: Formalism, Formal Methods, Formal Logic, Knowledge representation formalisms, AIXI Learning Outcomes A