IEEE

Fast Digital Circuit Synthesis Framework Based on Deep Reinforcement Learning Using Scoreboard

Abstract: In a field of circuit design that uses deep learning such as layout optimization, parameter optimization, and circuit synthesis automation, the proposed framework, fast-GateRL, addresses the ...
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 ...