AIApr 27, 2018

How does the AI understand what's going on

arXiv:1805.00851v14 citations
Originality Synthesis-oriented
AI Analysis

This addresses the limitation of static AI models for researchers and developers by introducing a memory-based approach, though it appears incremental as it builds on existing concepts of memory in AI.

The paper tackles the problem of AI lacking memory by proposing a framework where AI is viewed as a device with memory, enabling it to ask questions like 'Where am I?' and 'What is going on?' to better understand dynamic environments.

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.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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