2 citations · 3 across the 3 of their papers we have counts for
3 papers
Myopically Verifiable Probabilistic Certificates for Safe Control and Learning
Zhuoyuan Wang, Haoming Jing, Christian Kurniawan +2
This paper addresses the design of safety certificates for stochastic systems, with a focus on ensuring long-term safety through fast real-time control. In stochastic environments,…
A Learning and Control Perspective for Microfinance
Christian Kurniawan, Xiyu Deng, Adhiraj Chakraborty +3
Microfinance, despite its significant potential for poverty reduction, is facing sustainability hardships due to high default rates. Although many methods in regular finance can es…
Myopically Verifiable Probabilistic Certificate for Long-term Safety
Zhuoyuan Wang, Haoming Jing, Christian Kurniawan +2
In this paper, we consider the use of barrier function-based approaches for the safe control problem in stochastic systems. With the presence of stochastic uncertainties, a myopic…