A Novel DAI Framework and BDI Extended Agents
Iacovos I. Ioannou, Prabagarane Nagaradjane, Vasos Vassiliou, Chrıstophoros Christophorou, Andreas Pitsillides · 2024
This chapter introduces the proposed BDIx-based DAI framework to tackle 5G/6G challenges in mobile communication networks. 1 It also extends the BDI agents to BDIx agents to allow flexibility in the design of the Plan Library and the realization of dynamic decisions with the use of fuzzy logic IF-THEN statements along with the use of reinforcement learning. Furthermore, it discusses how the framework is distributed, 2 and provides the main features of the BDIx agents and their architecture. Additionally, the realization and implementation aspects of the BDIx agents in the DAI framework according to specific mobile communication network requirements are also discussed. Moreover, the DAI framework implementation, requirements, and characteristics are also discussed. Finally, it provides the operation complexity of the DAI framework.