IEEE

DQN With Transfer Learning for Sub-Microsecond AoA Detection in a Millimeter-Wave SDR Testbed

Abstract: This paper presents a novel framework that applies deep Q-learning (DQN) with transfer learning to millimeter-wave (mmWave) beam selection using a software-defined radio (SDR) testbed. We ...
IEEE

Integrating Federated Learning and Deep Q-Networks for Resilient Healthcare Supply Chain Optimization amidst Uncertain Demand

Abstract: Healthcare supply chains face challenges from uncertain demand, strict privacy restrictions and fragmented data across institutions. This paper proposes FedDQN-SC, a federated reinforcement ...