Sanmukh Kuppannagari

James C. Wyant Assistant Professor

QTAccel: Generic FPGA Design for Q-Table based Reinforcement Learning Accelerators


Conference paper


Rachit Rajat, Yuan Meng, Sanmukh R Kuppannagari, Ajitesh Srivastava, Rajgopal Kannan, Viktor K Prasanna
28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2020

Cite

Cite

APA   Click to copy
Rajat, R., Meng, Y., Kuppannagari, S. R., Srivastava, A., Kannan, R., & Prasanna, V. K. (2020). QTAccel: Generic FPGA Design for Q-Table based Reinforcement Learning Accelerators. In 28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA).


Chicago/Turabian   Click to copy
Rajat, Rachit, Yuan Meng, Sanmukh R Kuppannagari, Ajitesh Srivastava, Rajgopal Kannan, and Viktor K Prasanna. “QTAccel: Generic FPGA Design for Q-Table Based Reinforcement Learning Accelerators.” In 28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2020.


MLA   Click to copy
Rajat, Rachit, et al. “QTAccel: Generic FPGA Design for Q-Table Based Reinforcement Learning Accelerators.” 28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2020.


BibTeX   Click to copy

@inproceedings{rajat2020a,
  title = {QTAccel: Generic FPGA Design for Q-Table based Reinforcement Learning Accelerators},
  year = {2020},
  author = {Rajat, Rachit and Meng, Yuan and Kuppannagari, Sanmukh R and Srivastava, Ajitesh and Kannan, Rajgopal and Prasanna, Viktor K},
  booktitle = {28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)}
}


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