Learn to Place: FPGA Placement Using Reinforcement Learning and Directed Moves.
Mohamed A. ElgammalKevin E. MurrayVaughn BetzPublished in: FPT (2020)
Keyphrases
- reinforcement learning
- function approximation
- function approximators
- multi agent
- learning agent
- state space
- high speed
- verilog hdl
- markov decision processes
- learning algorithm
- learning capabilities
- model free
- dynamic programming
- image processing
- hardware implementation
- reinforcement learning algorithms
- low cost
- complex domains
- temporal difference learning
- fpga implementation
- hierarchical reinforcement learning
- parallel hardware
- real time