A Safety-Certified Policy Iteration Algorithm for Control of Constrained Nonlinear Systems
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2020.2990632
Abstract: This letter designs safe controllers with guaranteed performance for continuous-time systems under state constraints. While existing safe control frameworks mainly ignore the performance of the controller and existing optimal control frameworks ignore the safety of… read more here.
Keywords: control; policy iteration; iteration algorithm; policy ... See more keywords
An XGBoost-Based Fitted Q Iteration for Finding the Optimal STI Strategies for HIV Patients.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3176204
Abstract: The computational algorithm proposed in this article is an important step toward the development of computational tools that could help guide clinicians to personalize the management of human immunodeficiency virus (HIV) infection. In this article,… read more here.
Keywords: xgboost based; based fitted; iteration algorithm; fitted iteration ... See more keywords