Average-reward reinforcement learning in semi-Markov decision processes via relative value iteration
Yu, Huizhen, Wan, Yi, Sutton, Richard S.
openalex +1 more source
ABSTRACT Modern engineering systems require advanced uncertainty‐aware model updating methods that address parameter correlations beyond conventional interval analysis. This paper proposes a novel framework integrating Riemannian manifold theory with Gaussian Process Regression (GPR) for systems governed by Symmetric Positive‐Definite (SPD) matrix ...
Yanhe Tao +3 more
wiley +1 more source
HAO-AVP: An Entropy-Gini Reinforcement Learning Assisted Hierarchical Void Repair Protocol for Underwater Wireless Sensor Networks. [PDF]
Hao L, Ma C, Ao J.
europepmc +1 more source
Prediction and Planning in Dynamical Systems with Underlying Markov Decision Processes
Seyedershad Banijamali
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A Novel Two‐Stage Flexible Flow Shop Batch Scheduling Model for Grinding Workshops
ABSTRACT The growing need for data storage in data centers has increased the demand for mechanical hard disks due to their low cost and high reliability. Aluminum substrates are the most popular base plates for mechanical hard disks because of their high hardness and low cost.
Jun Xu +4 more
wiley +1 more source
Stochastic responses and marginal valuation. [PDF]
Hansen LP, Souganidis P.
europepmc +1 more source
ABSTRACT This paper examines the impacts of Volume‐Based Procurement (VBP) policies on pharmaceutical supply chains, with a focus on the strategic behaviors of manufacturers. VBP aims to reduce costs and stabilize supplies by centralizing procurement through competition based on volumes and prices.
Nani Zhou, Tong Wang, Guohua Wan
wiley +1 more source
Cost-effectiveness of Zvandiri, a community-based support intervention to reduce virological failure in adolescents living with HIV in Zimbabwe: Results of a decision analytical model. [PDF]
Mangenah C +12 more
europepmc +1 more source
Terniopsis chanthaburiensis (Podostemaceae), a new record for China and its complete plastid genome
The genus Terniopsis consists of plants that have not been thoroughly studied, with many species remaining taxonomically unresolved. In this study, Terniopsis chanthaburiensis is reported as a new record of China based on morphological traits. Then, we assembled and annotated its chloroplast genome based on genome skimming data.
Huan‐Xi Yu +7 more
wiley +1 more source
Economic evaluation of AI-assisted technologies in healthcare: A systematic review. [PDF]
Wu WT +4 more
europepmc +1 more source

