Search Results for author: Ren Liu

Found 4 papers, 0 papers with code

PM-FSM: Policies Modulating Finite State Machine for Robust Quadrupedal Locomotion

no code implementations26 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.

Management

Application of Yolo on Mask Detection Task

no code implementations10 Feb 2021 Ren Liu, Ziang Ren

An important aspect in reducing the impact of the pandemic is to control its spread.

Semi-Implicit Back Propagation

no code implementations10 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.

Fast Calculation of Probabilistic Optimal Power Flow: A Deep Learning Approach

no code implementations24 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.

Denoising

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