Can I read Dueling DQN for Efficient IoT Offloading on EtoBox?
Dueling DQN for Efficient IoT Offloading by javeriaafsar575 is a document available to read on EtoBox.
What is Dueling DQN for Efficient IoT Offloading about?
The document presents a novel multi-branch Dueling Deep Q Network (MBDDQN) aimed at optimizing partial computation offloading and resource allocation in Mobile Edge Computing (MEC) environments. It addresses challenges in high-dimensional state-action spaces and long-term cost optimization by using a long short-term memory (LSTM) network and an adaptive cost-weighting mechanism in the reward function. Simulation results indicate that the proposed method outperforms traditional approaches in managing energy
- Author
- javeriaafsar575
- Language
- EN