HealthEdge has been recognized as a Sample Vendor in two categories of the 2025 Gartner® Hype Cycle™ for U.S. Healthcare ...

This article proposes a data-efficient model-free reinforcement learning (RL) algorithm using Koopman operators for complex nonlinear systems. A high-dimensional data-driven optimal control of the ...

Laserfiche — the leading SaaS provider of intelligent content management and business process automation — has been named a ...

This paper focuses on solving the linear quadratic regulator problem for discrete-time linear systems without knowing system matrices. The classical Q-learning methods for linear systems can be ...