Towards a Simulation-Based Programming Paradigm for AI applications
J\"org P\"uhrer
TL;DR
This paper proposes a new simulation-based programming paradigm tailored for AI applications, emphasizing the integration of AI techniques through simulated entities exchanging data and behaviors.
Contribution
It introduces foundational concepts for a simulation-based programming paradigm specifically designed for AI, enabling flexible data and behavior exchange among simulated entities.
Findings
Defines basic notions of the simulation-based paradigm
Demonstrates how to implement AI applications using the paradigm
Provides initial ideas and framework for future development
Abstract
We present initial ideas for a programming paradigm based on simulation that is targeted towards applications of artificial intelligence (AI). The approach aims at integrating techniques from different areas of AI and is based on the idea that simulated entities may freely exchange data and behavioural patterns. We define basic notions of a simulation-based programming paradigm and show how it can be used for implementing AI applications.
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Taxonomy
TopicsAI-based Problem Solving and Planning · Logic, Reasoning, and Knowledge · Multi-Agent Systems and Negotiation