Driver Behavior Modeling with Subjective Risk‐Driven Inverse Reinforcement Learning
A subjective risk‐driven inverse reinforcement learning framework is proposed to model driver decision‐making. It infers drivers' risk perception and risk tolerance from driving data. A learnable risk threshold is used to regulate decisions, enabling interpretable and human‐like driving behavior decisions.
Yang Liang +6 more
wiley +1 more source
An In-Depth Review on Sensing, Heat-Transfer Dynamics, and Predictive Modeling for Aircraft Wheel and Brake Systems. [PDF]
Ramachandra LS +2 more
europepmc +1 more source
Abstract Large‐scale land reforms constitute a substantial redistribution of wealth and reallocation of agricultural land, which is a major form of asset and production input in developing countries. While land redistribution (from the rich to the poor) remains a highly controversial issue, extensive evidence on its effect is limited.
Devashish Mitra +3 more
wiley +1 more source
Organophosphonate Ligation Approach for the Controlled Assembly of Gigantic Polyoxometalate Clusters. [PDF]
Cheng M +6 more
europepmc +1 more source
A leaf phenomics approach for estimating belowground traits in North American licorice
Abstract Premise Selective breeding over thousands of years has prioritized aboveground yield, with little regard for changes belowground. Roots underpin plant growth and resilience, but our knowledge of these critical structures lags behind that of aboveground structures.
Zachary N. Harris +5 more
wiley +1 more source
A Dexterous Hand for Omnidirectional In-Hand Manipulation: Design, Analysis and Experimental Validation. [PDF]
Li H, Ye C, Jia R, Yu S, Tao G.
europepmc +1 more source
Abstract Although peer support is central to the social model approach emphasized in sober living houses (SLHs), no longitudinal studies have examined helping among SLH residents. This longitudinal study examined benefits of helping in three contexts among SLH residents. Data were from 205 participants entering 28 SLHs across 2021–2023. Interviews were
Sarah E. Zemore +4 more
wiley +1 more source
Retraction: AQP4-Dependent Water Transport Plays a Functional Role in Exercise-Induced Skeletal Muscle Adaptations. [PDF]
PLOS One Editors.
europepmc +1 more source
Associations between inclusive community coalition leadership and use of evidence‐based practices
Abstract Community coalitions have the potential to elicit diverse participants' perspectives on complex issues and generate shared commitment to adaptive strategies. Ideally, these approaches have been found effective elsewhere. Despite evidence that leadership plays a generally important role in coalitions, there have been limited prior findings ...
Rebecca Wells +4 more
wiley +1 more source
OMPB: An Omnidirectional-Mobile Paddle Boat Designed for Narrow Water Areas. [PDF]
Gan Z, Huang Z, Deng B, Gong H.
europepmc +1 more source

