paper-with-me

홈 › Papers

Ultimate Intelligence Part III: Measures of Intelligence, Perception and Intelligent Agents

2017-09-08 · Eray Özkural

We propose that operator induction serves as an adequate model of perception. We explain how to reduce universal agent models to operator induction. We propose a universal measure of operator induction fitness, and show how it can be used in a reinforcement learning model and a homeostasis (self-preserving) agent based on the free energy principle. We show that the action of the homeostasis agent can be explained by the operator induction model.

📄 PDF Abstract BibTeX arXiv:1709.03879

Code (0)

등록된 구현이 없습니다.

Tasks

reinforcement-learningReinforcement LearningReinforcement Learning (RL)

Similar Papers 제목 키워드 기반

A Theory of Intelligences

2023-08-23 · Michael E. Hochberg

Intelligence is a human construct to represent the ability to achieve goals. Given this wide berth, intelligence has been defined countless times, studied in a variety of ways and represented using numerous measures. Und…

Ultimate Intelligence Part II: Physical Measure and Complexity of Intelligence

2015-04-09 · Eray Özkural

We continue our analysis of volume and energy measures that are appropriate for quantifying inductive inference systems. We extend logical depth and conceptual jump size measures in AIT to stochastic problems, and physic…

Embodied Intelligence: The Key to Unblocking Generalized Artificial Intelligence

2025-05-11 · Jinhao Jiang, Changlin Chen, Shile Feng, Wanru Geng 외

The ultimate goal of artificial intelligence (AI) is to achieve Artificial General Intelligence (AGI). Embodied Artificial Intelligence (EAI), which involves intelligent systems with physical presence and real-time inter…

Decision Making

Twin Transition or Competing Interests? Validation of the Artificial Intelligence and Sustainability Perceptions Inventory (AISPI)

2025-01-26 · Annika Bush

As artificial intelligence (AI) and sustainability initiatives increasingly intersect, understanding public perceptions of their relationship becomes crucial for successful implementation. However, no validated instrumen…

AI or Human? Understanding Perceptions of Embodied Robots with LLMs

2025-07-22 · Lavinia Hriscu, Alberto Sanfeliu, Anais Garrell arxiv

The pursuit of artificial intelligence has long been associated to the the challenge of effectively measuring intelligence. Even if the Turing Test was introduced as a means of assessing a system intelligence, its releva…

Information Retrieval