IEEE

Design of Reinforcement Learning Environment with Time Sensitive Characteristics

Abstract: Self-play theory is an important branch of reinforcement learning. Different levels of complexity in scenarios are also necessary to make reinforcement learning more sophisticated. In this ...
IEEE

Dueling Network Architecture for GNN in the Deep Reinforcement Learning for the Automated ICT System Design

Abstract: This paper presents an improved deep reinforcement learning-based (DRL) approach for end-to-end models using a Graph Neural Network(GNN). The proposed method aims to improve end-to-end deep ...