Search Results for author: Weihong Wang

Found 2 papers, 0 papers with code

Energy consumption forecasting using a stacked nonparametric Bayesian approach

no code implementations11 Nov 2020 Dilusha Weeraddana, Nguyen Lu Dang Khoa, Lachlan O Neil, Weihong Wang, Chen Cai

Given these considerations, we construct a stacked GP method where the predictive posteriors of each GP applied to each task are used in the prior and likelihood of the next level GP.

Time Series Time Series Forecasting

Learning to Guide: Guidance Law Based on Deep Meta-learning and Model Predictive Path Integral Control

no code implementations15 Apr 2019 Chen Liang, Weihong Wang, Zhenghua Liu, Chao Lai, Benchun Zhou

However the traditional MPPI framework assumes the actual environment similar to the training dataset for the deep neural network which is impractical in practice with different maneuvering of target, other perturbations and actuator failures.

Robotics Systems and Control

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