A Reinforcement Learning Framework With Region-Awareness and Shared Path Experience for Efficient Routing in Networks-on-Chip
Kamil Khan, Sudeep Pasricha
Abstract
In this article, the authors introduce a regional congestion-aware reinforcement learning (RL)-based routing policy for Network-on-Chip (NoC) architectures.
Topics & Concepts
Reinforcement learningComputer scienceRouting (electronic design automation)Path (computing)Policy-based routingNetwork on a chipChipComputer networkAdaptive routingRouting algorithmDistributed computingStatic routingRouting protocolArtificial intelligenceTelecommunicationsInterconnection Networks and SystemsSupercapacitor Materials and FabricationGraphene research and applications