Results 221 to 230 of about 1,541,394 (318)
Risk‐aware safe reinforcement learning for control of stochastic linear systems
Abstract This paper presents a risk‐aware safe reinforcement learning (RL) control design for stochastic discrete‐time linear systems. Rather than using a safety certifier to myopically intervene with the RL controller, a risk‐informed safe controller is also learned besides the RL controller, and the RL and safe controllers are combined together ...
Babak Esmaeili +2 more
wiley +1 more source
Socioeconomic inequalities in healthcare access among patients with type 2 diabetes in Iran: a cross-sectional study. [PDF]
Nikkhah A +6 more
europepmc +1 more source
Araki, Huzihiro, Lieb, Elliott H.
openaire +2 more sources
Modeling and parameter estimation for fractional large‐scale interconnected Hammerstein systems
Abstract This paper addresses the challenge of modeling and identifying large‐scale interconnected systems exhibiting memory effects, hereditary properties, and non‐local interactions. We propose a fractional‐order extension of the Hammerstein architecture that incorporates Grünwald–Letnikov operators to capture complex dynamics through multiple ...
Mourad Elloumi +2 more
wiley +1 more source
Causal mediation approaches for understanding pathways to inequalities and policy entry points: examples from early years health and development. [PDF]
Pearce A +8 more
europepmc +1 more source
The (q; k)-Analogues of Some Inequalities Involving the Psi Function
Kwara Nantomah
openalex +2 more sources
Abstract The linear‐quadratic regulator (LQR) problem of optimal control of an uncertain discrete‐time linear system (DTLS) is revisited in this paper from the perspective of Tikhonov regularization. We show that an optimally chosen regularization parameter reduces, compared to the classical LQR, the values of a scalar error function, as well as the ...
Fernando Pazos, Amit Bhaya
wiley +1 more source
Tracing socioeconomic inequalities in children's and adolescent's mental health: longitudinal study findings from 2017 to 2024. [PDF]
Reiss F +5 more
europepmc +1 more source
Listening to Hong Kong children's perspectives through pretend play
Abstract Quality in early childhood education and care (ECEC) has become an increasing concern in recent years. The issue has been regularly discussed by different stakeholders. However, the rising concern regarding quality in ECEC has not seriously taken into account children's perspectives.
Suzannie K. Y. Leung
wiley +1 more source

