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Observer-based Adaptive Optimal Output Containment Control problem of Linear Heterogeneous Multi-agent Systems with Relative Output Measurements
This paper develops an optimal relative output-feedback based solution to the containment
control problem of linear heterogeneous multi-agent systems. A distributed
optimal control protocol is presented for ...
Agent-based Simulation for Blood Glucose
This paper employs a new approach to regulate the
blood glucose level of type I diabetic patient under an intensive
insulin treatment. The closed-loop control scheme incorporates
expert knowledge about ...
Sequential optimistic ad-hoc methods for nonstationary multi_armed bandit problem
One of the common ways for showing the trade_off
between exploration_exploitation in reinforcement learning
problems is the multi_armed bandit problem. In this paper
we consider the MABP in a nonstationary ...
A policy iteration approach to online optimal control of continuous-time constrained-input systems
This paper is an effort towards developing an online learning algorithm to find the optimal control
solution for continuous-time (CT) systems subject to input constraints. The proposed method is based on
the ...