no code implementations • 26 Sep 2021 • Ren Liu, Nitish Sontakke, Sehoon Ha
Compared with the TGs, FSMs offer high-level management on each leg motion generator and enable a flexible state arrangement, which makes the learned behavior less vulnerable to unseen perturbations or challenging terrains.
no code implementations • 10 Feb 2021 • Ren Liu, Ziang Ren
An important aspect in reducing the impact of the pandemic is to control its spread.
no code implementations • 10 Feb 2020 • Ren Liu, Xiaoqun Zhang
Neural network has attracted great attention for a long time and many researchers are devoted to improve the effectiveness of neural network training algorithms.
no code implementations • 24 Jun 2019 • Yan Yang, Juan Yu, Zhifang Yang, Mingxu Xiang, Ren Liu
Taking advantage of the deep structure and reconstructive strategy of stacked denoising auto encoders (SDAE), a SDAE-based optimal power flow (OPF) is developed to extract the high-level nonlinear correlations between the system operating condition and the OPF solution.