Quality Optimization of Adaptive Applications via Deep Reinforcement Learning in Energy Harvesting Edge Devices

Keyphrases

• Deep Reinforcement Learning (deep RL) 100%
• Energy Harvesting 100%
• Quality Optimization 100%
• Adaptive Applications 100%
• Edge Devices 100%
• Dynamic Voltage Frequency Scaling 33%
• Learning Quality 22%
• Learning-based 22%
• Scaling Method 22%
• Energy Harvesting System 11%
• Optimization Methods 11%
• Energy Quality 11%
• Decision Process 11%
• Matching Application 11%
• Stereo Matching 11%
• Execution Quality 11%
• Memory-based 11%
• Long Short-term Memory 11%
• Agent Selection 11%
• Quality Modeling 11%
• Decision Scheme 11%
• Learning Scheme 11%
• Reward Function 11%
• Runtime Reduction 11%

Computer Science

• Deep Reinforcement Learning 100%
• Dynamic Voltage 33%
• Case Study 11%
• Long Short-Term Memory Network 11%
• Decision Process 11%
• Stereo Matching 11%
• Matching Application 11%
• Learning Scheme 11%
• Application Execution 11%
• quality modeling 11%