Sanmukh R. Kuppannagari

Generative Adversarial Network for Synthetic Time Series Data Generation in Smart Grids

Chi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan et al. · 2018 · 158 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation

Chi Zhang, Sanmukh R. Kuppannagari, Rajgopal Kannan et al. · 2019 · 101 citations · Full text

Engineering, Energy-efficient Design, Energy Efficiency +22

Accelerating Proximal Policy Optimization on CPU-FPGA Heterogeneous Platforms

Yuan Meng, Sanmukh R. Kuppannagari, Viktor K. Prasanna · 2020 · 45 citations

Artificial Intelligence, Heterogeneous Computing, Engineering +15

Spatio-Temporal Missing Data Imputation for Smart Power Grids

Sanmukh R. Kuppannagari, Yao Fu, Chung Ming Chueng et al. · 2021 · 30 citations · Full text

State Estimation, Reliability Engineering, Engineering +15

A cooperative multi-agent deep reinforcement learning framework for real-time residential load scheduling

Chi Zhang, Sanmukh R. Kuppannagari, Chuanxiu Xiong et al. · 2019 · 28 citations · Full text

Artificial Intelligence, Engineering, Energy Efficiency +19