The AI Definition and a Program Which Satisfies This Definition

We will consider all policies of the agent and will prove that one of them is the best performing policy. While that policy is not computable, computable policies do exist in its proximity. We will define AI as a computable policy which is sufficiently proximal to the best performing policy. Before we can define the agent's best performing policy, we need a language for description of the world. We will also use this language to develop a program which satisfies the AI definition. The program will first understand the world by describing it in the selected language. The program will then use the description in order to predict the future and select the best possible move. While this program is extremely inefficient and practically unusable, it can be improved by refining both the language for description of the world and the algorithm used to predict the future. This can yield a program which is both efficient and consistent with the AI definition.

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Publication Details

Journal
Serdica Journal of Computing
Published
2025-06-11
DOI
https://doi.org/10.55630/sjc.2024.18.61-96
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
0.00
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article

The AI Definition and a Program Which Satisfies This Definition

Dimiter Dobrev
Serdica Journal of Computing
Explainable Artificial Intelligence (XAI)
article

The AI Definition and a Program Which Satisfies This Definition

Dimiter Dobrev
article en

Abstract

We will consider all policies of the agent and will prove that one of them is the best performing policy. While that policy is not computable, computable policies do exist in its proximity. We will define AI as a computable policy which is sufficiently proximal to the best performing policy. Before we can define the agent's best performing policy, we need a language for description of the world. We will also use this language to develop a program which satisfies the AI definition. The program will first understand the world by describing it in the selected language. The program will then use the description in order to predict the future and select the best possible move. While this program is extremely inefficient and practically unusable, it can be improved by refining both the language for description of the world and the algorithm used to predict the future. This can yield a program which is both efficient and consistent with the AI definition.

Serdica Journal of ComputingVol. 18(1)
Bulgarian Academy of Sciences (BG), Institute of Mathematics and Informatics (BG)
Openalex Percentile: Top 94%
Explainable Artificial Intelligence (XAI)
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The AI Definition and a Program Which Satisfies This Definition — Dimiter Dobrev · Serdica Journal of Computing (2025) | TGRS Research Map | TGRS