Search Results for author: Yuting Cao

Found 4 papers, 0 papers with code

Design of JiuTian Intelligent Network Simulation Platform

no code implementations28 Sep 2023 Lei Zhao, Miaomiao Zhang, Guangyu Li, Zhuowen Guan, Sijia Liu, Zhaobin Xiao, Yuting Cao, Zhe Lv, Yanping Liang

This paper introduced the JiuTian Intelligent Network Simulation Platform, which can provide wireless communication simulation data services for the Open Innovation Platform.

reinforcement-learning

Model-Assisted Probabilistic Safe Adaptive Control With Meta-Bayesian Learning

no code implementations3 Jul 2023 Shengbo Wang, Ke Li, Yin Yang, Yuting Cao, TingWen Huang, Shiping Wen

Specifically, with the help of CBF method, we learn the inherent and external uncertainties by a unified adaptive Bayesian linear regression (ABLR) model, which consists of a forward neural network (NN) and a Bayesian output layer.

Meta-Learning Safe Exploration

Suboptimal Safety-Critical Control for Continuous Systems Using Prediction-Correction Online Optimization

no code implementations29 Mar 2022 Shengbo Wang, Shiping Wen, Yin Yang, Yuting Cao, Kaibo Shi, TingWen Huang

This paper investigates the control barrier function (CBF) based safety-critical control for continuous nonlinear control affine systems using the more efficient online algorithms through time-varying optimization.

Mining Message Flows using Recurrent Neural Networks for System-on-Chip Designs

no code implementations29 Apr 2020 Yuting Cao, Parijat Mukherjee, Mahesh Ketkar, Jin Yang, Hao Zheng

Initial results show that the proposed approach is capable of extracting various patterns on system-level specifications from the highly concurrent SoC execution traces.

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