2 papers
cs.LG2024
Towards Adaptive IMFs -- Generalization of utility functions in Multi-Agent Frameworks
Kaushik Dey, Satheesh K. Perepu, Abir Das +1
Intent Management Function (IMF) is an integral part of future-generation networks. In recent years, there has been some work on AI-based IMFs that can handle conflicting intents a…
cs.AI2023
Goals are Enough: Inducing AdHoc cooperation among unseen Multi-Agent systems in IMFs
Kaushik Dey, Satheesh K. Perepu, Abir Das
Intent-based management will play a critical role in achieving customers' expectations in the next-generation mobile networks. Traditional methods cannot perform efficient resource…