Viktor K. Prasanna

University of Southern California, Southern California University for Professional Studies

Papers

8

Total Citations

116

H-Index

6

About

No biography available yet.

Research Focus

Computer science8 · 116 citations
Artificial intelligence8 · 116 citations
Reinforcement learning7 · 112 citations
Parallel computing7 · 108 citations
Field-programmable gate array6 · 98 citations
Embedded system6 · 98 citations
Distributed computing5 · 85 citations
Algorithm4 · 78 citations
Computer engineering4 · 78 citations
Computer architecture3 · 70 citations
Throughput4 · 69 citations
Inference2 · 57 citations

Key Achievements

6
H-Index
8
Papers
116
Total Citations
15
Avg Citations/Paper
🏆 Most Cited Paper
Accelerating Proximal Policy Optimization on CPU-FPGA Heterogeneous Platforms
46 citations · 2020
📈 Most Prolific Year: 2020 (4 Papers)
🤝 Key Collaborators: 8
🏛 Institutions: University of Southern California, Southern California University for Professional Studies

Top Papers

  1. 1
    Accelerating Proximal Policy Optimization on CPU-FPGA Heterogeneous Platforms
    46 citations · 2020
  2. 2
    QTAccel: A Generic FPGA based Design for Q-Table based Reinforcement Learning Accelerators
    19 citations · 2020
  3. 3
    A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms
    16 citations · 2023
  4. 4
    PPOAccel: A High-Throughput Acceleration Framework for Proximal Policy Optimization
    11 citations · 2021
  5. 5
    QTAccel
    8 citations · 2020
  6. 6
    Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations
    7 citations · 2021
  7. 7
    How to Efficiently Train Your AI Agent? Characterizing and Evaluating Deep Reinforcement Learning on Heterogeneous Platforms
    5 citations · 2020
  8. 8
    Accelerating Multi-Agent DDPG on CPU-FPGA Heterogeneous Platform
    4 citations · 2023

Key Collaborators

YMYuan Meng7 shared papersSRSanmukh R. Kuppannagari6 shared papersRKRajgopal Kannan5 shared papersASAjitesh Srivastava2 shared papersRRRachit Rajat2 shared papersCZChi Zhang2 shared papersSWSamuel Wiggins1 shared papersYYYang Yang1 shared papers
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