SoCRATES: System-on-Chip Resource Adaptive Scheduling using Deep Reinforcement Learning.
Tegg Tae Kyong SungBo RyuPublished in: ICMLA (2021)
Keyphrases
- reinforcement learning
- resource allocation
- resource constraints
- hardware and software
- scheduling problem
- resource requirements
- scarce resources
- function approximation
- power consumption
- resource management
- resource consumption
- embedded systems
- multi agent
- temporal difference
- learning capabilities
- flexible manufacturing systems
- dynamic programming
- learning problems
- grid resource
- resource availability
- policy gradient
- reinforcement learning algorithms
- adaptive control
- model free
- learning algorithm
- scheduling algorithm