Model-Free Reinforcement Learning and Bayesian Classification in System-Level Power Management

Mathematics

• Accelerate 11%
• Adaptive Dynamics 15%
• Bayesian Classification 81%
• Bayesian Classifier 16%
• Convergence Speed 13%
• Difference Method 11%
• Dissipation 10%
• Dynamic Characteristics 14%
• Experiment 7%
• Framework 11%
• Hardware 12%
• Latency 39%
• Learning 9%
• Learning Algorithm 23%
• Model 16%
• Percent 24%
• Policy 9%
• Power Management 100%
• Power Saving 16%
• Power System 26%
• Predictors 9%
• Prior Knowledge 11%
• Probability function 12%
• Reinforcement Learning 76%
• Reward 11%
• Semi-Markov Decision Process 16%
• State Transition 12%
• Trade-offs 10%
• Transition Probability 10%
• Uncertainty 8%
• Wireless Networks 13%
• Workload 26%

Engineering & Materials Science

• Classifiers 7%
• Computer hardware 5%
• Energy dissipation 8%
• Experiments 3%
• Hard disk storage 12%
• Learning algorithms 16%
• Markov processes 10%
• Power management 54%
• Reinforcement learning 50%
• Uncertainty 6%
• Wireless networks 7%