SoCRATES: System-on-Chip Resource Adaptive Scheduling using Deep Reinforcement Learning.
Tegg Tae Kyong SungBo RyuPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- resource allocation
- resource constraints
- scheduling problem
- hardware and software
- scarce resources
- learning capabilities
- learning algorithm
- machine learning
- round robin
- resource consumption
- adaptive control
- power consumption
- scheduling algorithm
- function approximation
- learning problems
- step size
- optimal policy
- low cost
- np hard
- multi agent systems
- parallel processors
- resource requirements
- neural network