Guiding FPGA Detailed Placement via Reinforcement Learning.
P. EsmaeiliTimothy MartinShawki AreibiGary GréwalPublished in: VLSI-SoC (2022)
Keyphrases
- reinforcement learning
- high speed
- function approximation
- real time image processing
- learning algorithm
- hardware implementation
- field programmable gate array
- temporal difference
- markov decision processes
- robotic control
- reinforcement learning algorithms
- learning classifier systems
- machine learning
- low cost
- hardware architecture
- real world
- hardware architectures
- real time
- optimal control
- signal processing
- model free
- supervised learning
- multi agent
- hardware design
- software implementation
- fpga implementation
- policy search