How does the AI understand what's going on
Dimiter Dobrev
TL;DR
This paper explores the concept of AI with memory, emphasizing how memory enables AI to understand its context and environment, contrasting it with traditional static models.
Contribution
It introduces a perspective that considers AI as a device with memory, highlighting its importance for contextual understanding and self-awareness.
Findings
Memory allows AI to understand its position and environment.
Without memory, AI assumes a static world and self-location.
Memory integration enhances AI's contextual awareness.
Abstract
Most researchers regard AI as a static function without memory. This is one of the few articles where AI is seen as a device with memory. When we have memory, we can ask ourselves: "Where am I?", and "What is going on?" When we have no memory, we have to assume that we are always in the same place and that the world is always in the same state.
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Taxonomy
TopicsReinforcement Learning in Robotics · Domain Adaptation and Few-Shot Learning · Machine Learning and Algorithms
MethodsAttention Model