2 papers
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…
cs.LG2022
Multi-agent reinforcement learning for intent-based service assurance in cellular networks
Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S +1
Recently, intent-based management has received good attention in telecom networks owing to stringent performance requirements for many of the use cases. Several approaches in the l…