cfaed Publications
MemOReL: A Memory-Oriented Optimization Approach to Reinforcement Learning on FPGA-Based Embedded Systems
Reference
Siva Satyendra Sahoo, Akhil Raj Baranwal, Salim Ullah, Akash Kumar, "MemOReL: A Memory-Oriented Optimization Approach to Reinforcement Learning on FPGA-Based Embedded Systems", Association for Computing Machinery, pp. 339–346, New York, NY, USA, June 2021. [doi]
Bibtex
@inproceedings{10.1145/3453688.3461533,
author = {Sahoo, Siva Satyendra and Baranwal, Akhil Raj and Ullah, Salim and Kumar, Akash},
title = {MemOReL: A Memory-Oriented Optimization Approach to Reinforcement Learning on FPGA-Based Embedded Systems},
year = {2021},
month={June},
isbn = {9781450383936},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3453688.3461533},
doi = {10.1145/3453688.3461533},
pages = {339–346},
numpages = {8},
keywords = {memory-centric computing, fpga, energy-efficient computing, high-level synthesis, hardware accelerators},
location = {Virtual Event, USA},
series = {GLSVLSI '21}
}
author = {Sahoo, Siva Satyendra and Baranwal, Akhil Raj and Ullah, Salim and Kumar, Akash},
title = {MemOReL: A Memory-Oriented Optimization Approach to Reinforcement Learning on FPGA-Based Embedded Systems},
year = {2021},
month={June},
isbn = {9781450383936},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3453688.3461533},
doi = {10.1145/3453688.3461533},
pages = {339–346},
numpages = {8},
keywords = {memory-centric computing, fpga, energy-efficient computing, high-level synthesis, hardware accelerators},
location = {Virtual Event, USA},
series = {GLSVLSI '21}
}
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