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

Rachit Rajat, Yuan Meng, Sanmukh R. Kuppannagari, Ajitesh Srivastava, Viktor K. Prasanna, Rajgopal Kannan. QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators. In Stephen Neuendorffer, Lesley Shannon, editors, FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Seaside, CA, USA, February 23-25, 2020. pages 323, ACM, 2020. [doi]

@inproceedings{RajatMKSPK20,
  title = {QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators},
  author = {Rachit Rajat and Yuan Meng and Sanmukh R. Kuppannagari and Ajitesh Srivastava and Viktor K. Prasanna and Rajgopal Kannan},
  year = {2020},
  doi = {10.1145/3373087.3375359},
  url = {https://doi.org/10.1145/3373087.3375359},
  researchr = {https://researchr.org/publication/RajatMKSPK20},
  cites = {0},
  citedby = {0},
  pages = {323},
  booktitle = {FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Seaside, CA, USA, February 23-25, 2020},
  editor = {Stephen Neuendorffer and Lesley Shannon},
  publisher = {ACM},
  isbn = {978-1-4503-7099-8},
}