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
Clinical experience with cranial nerve palsy in patients infused with ciltacabtagene autoleucel for the treatment of relapsed/refractory MM in CARTITUDE-1, -2, and -4. [PDF]
Rodríguez-Otero P +27 more
europepmc +1 more source
ABSTRACT Past research has revealed large differences between typically developing (TD) and autistic children's language development. However, little is known about whether such differences are quantitative or qualitative, especially in the morphosyntactic domain.
Ziyan Meng +3 more
wiley +1 more source
Integrating healthcare system context to improve risk prediction and assess racial disparities among dual-eligible Medicare-Medicaid beneficiaries: a retrospective cohort study using national fee-for-service claims. [PDF]
Patel SY, Basu S.
europepmc +1 more source
Efficacy, safety and cost‐effectiveness of CAR‐T therapy
CAR T‐cells demonstrate high efficacy in blood cancers, including ALL, MM and DLBCL. Innovations target solid tumours despite challenges such as antigen escape. Combination therapies enhance the delivery and infiltration of CAR T cells. Toxicity, cost and resistance remain major barriers to clinical use.
Emina Karahmet Sher +7 more
wiley +1 more source
Analysis Method for the Spatial Layout Equilibrium of Highway Transportation Network Based on Community Detection. [PDF]
Zhang Y, Song W, Sun J, Dai P.
europepmc +1 more source
‘Where are the adults?’: Troubling child‐activism and children's political participation
Abstract Children's political participation is a well‐established theme in childhood studies. In this article we offer an original account of child activism that takes into account the entangled and emergent aspect of children as activists. We begin with a historical and a conceptual review, noting the importance of mid‐20th century developments such ...
Sharon Hunter, Claire Cassidy
wiley +1 more source
Mosunetuzumab Plus Polatuzumab Vedotin in Transplant-Ineligible Refractory/Relapsed Large B-Cell Lymphoma: Primary Results of the Phase III SUNMO Trial. [PDF]
Budde LE +27 more
europepmc +1 more source
Efficient drug delivery to the posterior segment of the eye has long been a challenging issue due to the complex ocular barriers. The review focuses on the promise held by nanoplatforms for barrier penetration and the key mechanisms involved, also highlighting their advantages in achieving efficient drug delivery and superior treatment of PSEDs ...
Yifan Shen +7 more
wiley +1 more source
Paving the way for rural revitalization: Empirical analysis of the 'Sihao Rural Road Policy' and transport mode choice in Inner Mongolia, China. [PDF]
Bao Y, Wuri G, Shan D, Bao L.
europepmc +1 more source

