In this paper, we have focused on using multi-agent system in the e-Learning environments with the aim to facilitate the adaptation processes, as well as to enable better way of achieving the e-Learning goals. According to the fact that we are dealing with the stereotypes of e-Learners, having in mind emotional intelligence concepts to help in adaptation to the e-Learners real needs and known preferences, we called this system eQ. The focus of the eQ multi-agent system is on the BDI agent rational model, which can be directly used to implement the proposed adaptation strategy, known as FOSP method.