TL;DR本研究介绍了一个统一框架来集成先前的 commonsense reasoning and probabilistic planning(icorpp)框架的推理和计划组件,并扩展了概率动作语言 pBC+ 以表达常识知识,避免手动努力。
Abstract
To be responsive to dynamically changing real-world environments, an intelligent agent needs to perform complex sequential decision-making tasks that are often guided by commonsense knowledge. The previous work on this line of research led to the framework called "interleaved commonsense reas