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
Stochastic Conformal Integrators for Linearly Damped Stochastic Poisson Systems. [PDF]
Bréhier CE, Cohen D, Komori Y.
europepmc +1 more source
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
The Tantawy technique for modeling fractional KdV and mKdV positron-acoustic solitary waves in an electron-positron-ion plasma with regularized [Formula: see text] distribution. [PDF]
El-Tantawy SA +4 more
europepmc +1 more source
Abstract Aim Risankizumab is a high‐cost biologic treatment for chronic plaque psoriasis, an immune‐mediated inflammatory disease presenting with painful red scaly skin lesions. Inter‐individual heterogeneity in treatment response may be better addressed with personalised rather than fixed dosing. We sought to develop a pharmacokinetic/pharmacodynamic (
Charlotte M. Thomas +16 more
wiley +1 more source
Analysis of variable-order fractional enzyme kinetics model with time delay. [PDF]
Agilan K +3 more
europepmc +1 more source
Aims Oral administration of (S)‐ketamine for treatment‐resistant depression (TRD), as alternative to the registered intranasal or off‐label intravenous administrations, has high potential. However, it is characterized by an extensive first‐pass metabolism, resulting in low (S)‐ketamine exposure and high levels of active metabolites, including (S ...
Marije E. Otto +5 more
wiley +1 more source
PadelTracker100: A dataset for intelligent player and ball tracking in padel sports. [PDF]
Bada-Nerin R +11 more
europepmc +1 more source
Roles of 2D halide perovskites in 2D/3D heterojunctions for high‐performance perovskite solar cells
This review establishes a design framework for two‐dimensional (2D)/three‐dimensional (3D) perovskite heterojunctions, redefining the 2D perovskite layer as an active semiconductor component. We classify 2D structures by spacer chemistry and analyze their roles within the heterojunction.
Seungmin Lee +4 more
wiley +1 more source
A qualitative study on the stability and existence of solutions in a fractional-order water pollution model via the predictor-corrector approach. [PDF]
Iqbal N +3 more
europepmc +1 more source

