This book constitutes the refereed proceedings of the 4th International Workshop on Explainable and Transparent AI and Multi-Agent Systems, EXTRAAMAS 2022, held virtually during May 9–10, 2022. They were organized in topical sections as follows: explainable machine learning; explainable neuro-symbolic AI;