Building Intelligent Agents with Neuro-Symbolic Concepts.

arXiv:2505.06191v2 Announce Type: replace Abstract: This article presents a concept-centric paradigm for building agents that can learn continually and reason flexibly. The concept-centric agent utilizes a vocabulary of neuro-symbolic concepts. These concepts,