Computation Offloading Algorithm Based on Deep Reinforcement Learning and Multi-Task Dependency for Edge Computing

Keyphrases

• Reinforcement Learning 100%
• Computation Offloading 100%
• Task Dependency 100%
• Simulation Experiment 50%
• Baseline Algorithm 50%
• Markov Decision Process 50%
• Storage Resources 50%
• Computational Resources 50%
• Task Offloading 50%
• Edge Computing 50%
• High Concurrency 50%
• Computing Paradigm 50%
• Algorithm Accuracy 50%
• Network Edge 50%
• Long Short-term Memory 50%
• Time-dependent Problems 50%
• Multi-task 50%
• BOAST 50%
• Deep Q-network 50%
• Offloading Decision 50%
• Offloading Algorithms 50%
• Service Latency 50%
• Edge Server 50%
• Graph Attention Network 50%
• Dependency Information 50%
• Algorithms Effectiveness 50%

Computer Science

• Reinforcement Learning 100%
• Computation Offloading 100%
• Task Dependency 100%
• Simulation Experiment 50%
• Attention (Machine Learning) 50%
• Storage Resource 50%
• Concurrency 50%
• Long Short-Term Memory Network 50%
• Edge Computing 50%
• Markov Decision Process 50%
• computing paradigm 50%
• Deep Reinforcement Learning 50%
• Deep Q-Network 50%
• Edge Server 50%
• Task Offloading 50%