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Terushi Hirabayashi

2 accepted papers

2022

Gaussian Process Self-triggered Policy Search in Weakly Observable Environments

ICRA 2022poster

The environments of such large industrial machines as waste cranes in waste incineration plants are often weakly observable, where little information about the environ-mental state is contained in the observations due to technical difficulty or maintenance cost (e.g., no sensors for observing the st…

Cited by 3SourceScholar
2020

Bayesian Policy Optimization for Waste Crane With Garbage Inhomogeneity

RA-L 2020

The objective of this study is to develop a framework that can optimize control policies of a waste crane at a waste incineration plant through an autonomous trial and error manner. Since a waste crane is a massive mechanical system that moves slowly and takes several minutes to execute a task, obta

Cited by 7SourceScholar