Interpretable Reinforcement Learning via Neural Additive Models for Inventory Management [PDF]
The COVID-19 pandemic has highlighted the importance of supply chains and the role of digital management to react to dynamic changes in the environment. In this work, we focus on developing dynamic inventory ordering policies for a multi-echelon, i.e. multi-stage, supply chain.
arxiv
Abstract A significant observational literature identifies a link between collective victimhood and conflict‐enhancing attitudes, though results from experimental work increasing victimhood's salience vary. This article thus revisits this question in two studies in a context in which increased salience is especially likely to shift attitudes.
Nadav Shelef, Ethan vanderWilden
wiley +1 more source
Peningkatan Pengelolaan Keuangan Melalui Pelatihan dan Pendampingan di Badan Usaha Milik Desa (BUMDes) Gampong Siem [PDF]
The financial management of Badan Usaha Milik Desa (BUMDes) is a vital aspect of local economic development in Indonesia. The implementation of Kepmendesa No.
Agustina, Agustina+6 more
core +2 more sources
Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models [PDF]
Generalized Additive Models (GAMs) have recently experienced a resurgence in popularity due to their interpretability, which arises from expressing the target value as a sum of non-linear transformations of the features. Despite the current enthusiasm for GAMs, their susceptibility to concurvity - i.e., (possibly non-linear) dependencies between the ...
arxiv
Genotype‐Guided Asthma Treatment Reduces Exacerbations in Children: Meta‐Analysis of Two RCTs
This study investigates whether ADRB2‐guided treatment improves asthma control and reduces the risk of exacerbations in children with uncontrolled asthma. We conducted an individual participant data meta‐analysis of two randomised controlled trials: PUFFIN and PACT.
Elise M. A. Slob+37 more
wiley +1 more source
This study develops a modelling framework for utilizing very high-resolution (VHR) aerial imagery for monitoring stocks of above-ground biomass (AGB) in a tropical forest in Southeast Asia.
Minerva Singh+4 more
doaj +1 more source
Low temperature phase diagram and critical behaviour of the four-state chiral clock model [PDF]
The low temperature behaviour of the four-state chiral clock ($CC_4$) model is reexamined using a systematic low temperature series expansion of the free energy. Previously obtained results for the low temperature phases are corrected and the low temperature phase diagram is derived.
arxiv +1 more source
A proposed methodology for understanding urban growth pattern : a case study in Siem Reap, Cambodia [PDF]
In this paper, the main goal is to understand the relationship between urban growth and physical factors in order to determine the potential area for future urban expansion.
Ourng, Chanvoleak+3 more
core
Background Female Community Health Volunteers (FCHVs) are service providers and educators for maternal health at the village level (in the hill and Terai district) in Nepal.
Mina Lee
doaj +1 more source
Transitions between Phases with Equal Wave Numbers in a Double Ising Spin Model. Application to Betaine Calcium Chloride Dihydrate [PDF]
A Double Ising Spin model for uniaxially structurally modulated materials exhibits as a special feature phase transitions between phases with equal wave numbers but different pseudo spin configurations. The character of these `internal' transitions is investigated in mean field approximation, with the mean field transfer matrix method, and in Monte ...
arxiv +1 more source