Cognitive Schemas, Laws and Tasks

Key points

• We develop a structural framework in which schemas are organized by the information and relations required for their use, rather than introduced as unrelated primitives.1
• The framework also distinguishes context-dependent relations from more stable structures that can be reused across different representations.1
• We also show formally when a reduction of representation preserves the task-relevant solution structure.1
• The resulting task--schema interface offers a structured way to describe representational conditions relevant to problem solving.1

Sources (1)

• [1]Cognitive Schemas, Laws and Tasks
  arXiv (AI, ML, NLP, CV, robotics, multi-agent) · Oct 7, 05:50 AM

  This paper asks how explicit representations can support reusable cognitive schemas in knowledge-based problem solving.

  We develop a structural framework in which schemas are organized by the information and relations required for their use, rather than introduced as unrelated primitives.

Extractive summary: sentences quoted from the sources.