QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators.
Rachit RajatYuan MengSanmukh R. KuppannagariAjitesh SrivastavaViktor K. PrasannaRajgopal KannanPublished in: FPGA (2020)
Keyphrases
- reinforcement learning
- database
- high level
- embedded systems
- temporal difference
- design issues
- computing systems
- computer aided
- efficient implementation
- single chip
- design space
- design decisions
- application specific
- engineering design
- function approximation
- knowledge based systems
- high speed
- software engineering
- dynamic programming
- user interface
- database systems
- real time