The choice of knowledge representation varies among different cognitive architectures. The agent’s experience of Existence is defined by what the knowledge representation can and cannot represent from its observation. In this work, we define a representation of episodes that enable cognitive architectures to accumulate experiences. We describe how Existence may be fragmented in space and time to achieve a core knowledge representation format. This is used to construct Episode Ideas as a form of encoding the agent’s experience of Existence. We demonstrate through experiments the use and versatility of the representation, as well as how semantic knowledge defined by our knowledge representation may affect how the agent experiences the environment. Code is avaialbe at https://github.com/H-IAAC/cst-episode-idea

错误:搜索内容不能为空,请输入英文关键词
错误:关键词超出字数限制,请精简
高级检索

Representing Episodes: Space-Time Experiences for Cognitive Architectures

  • Bruno Guedes da Silva,
  • Eduardo Camargo,
  • Alexandre da Silva Simões,
  • Esther Luna Colombini,
  • Paula Dornhofer Paro Costa,
  • Ricardo Ribeiro Gudwin

摘要

The choice of knowledge representation varies among different cognitive architectures. The agent’s experience of Existence is defined by what the knowledge representation can and cannot represent from its observation. In this work, we define a representation of episodes that enable cognitive architectures to accumulate experiences. We describe how Existence may be fragmented in space and time to achieve a core knowledge representation format. This is used to construct Episode Ideas as a form of encoding the agent’s experience of Existence. We demonstrate through experiments the use and versatility of the representation, as well as how semantic knowledge defined by our knowledge representation may affect how the agent experiences the environment. Code is avaialbe at https://github.com/H-IAAC/cst-episode-idea