Low Power Wireless Communication via Reinforcement Learning

Thispaperexaminestheapplicationof reinforcementlearningto awirelesscommunicationproblem. The problemrequiresthat channelutility be maximizedwhile simultaneouslyminimizing batteryusage.We presenta solution to this multi-criteria problemthat is able to significantlyreducepowerconsumption.Thesolutionusesa variablediscount factorto capturetheeffectsof… (More)