This study introduces a data‐driven framework that combines deep reinforcement learning with classical path planning to achieve adaptive microrobot navigation. By training a surrogate neural network to emulate microrobot dynamics, the approach improves learning efficiency, reduces training time, and enables robust real‐time obstacle avoidance in ...
Amar Salehi +3 more
wiley +1 more source
Comprehensive and spatially detailed passenger vehicle and truck traffic volume data for the United States estimated by machine learning. [PDF]
Antonczak B +3 more
europepmc +1 more source
TRANSPORTATION, AIR POLLUTION AND PHYSICAL ACTIVITIES (TAPAS): GENERAL DESCRIPTION OF THE 6-CITY ACTIVE TRAVEL POLICY INTEGRATED HEALTH RISK ASSESSMENT PROGAM [PDF]
Audrey de Nazelle +8 more
openalex +1 more source
Wind‐driven seed dispersal differentially promotes seed trapping and retention across alpine plants
Abstract Premise Seed dispersal can mediate species interactions between plants across life stages. Plants can physically stop seed movement (seed trapping) and prevent further dispersal following entrapment (seed retention). We therefore hypothesized seed trapping and retention rates depend on the physical attributes of interacting seeds and plants ...
Courtenay A. Ray +7 more
wiley +1 more source
The causal effect of new energy logistics vehicle policies on respiratory disease mortality rate. [PDF]
Zhang W, Liu F, Liu N, Hou X.
europepmc +1 more source
ABSTRACT Background Classified as carcinogenic to humans by the International Agency for Research on Cancer, aluminum production has been transitioning towards lower polycyclic aromatic hydrocarbon‐emitting prebake smelters. This study explored the risk of cancer and mortality over 20 years follow‐up among a cohort of aluminum prebake smelter workers ...
Natasha Kinsman +7 more
wiley +1 more source
Environmental Stressors and Cardiovascular Health: Acting Locally for Global Impact in a Changing World: A statement of the European Society of Cardiology, the American College of Cardiology, the American Heart Association, the World Heart Federation. [PDF]
Münzel T +5 more
europepmc +1 more source
Superannuation Reimagined: Moving Beyond the Origins to an Indigenous Focus
ABSTRACT Retirement income systems, such as superannuation, are meant to be non‐discriminatory and consider disadvantage faced by members of society. There are significant differences between the life expectancies of Indigenous and non‐Indigenous peoples. The gap in life expectancies is not considered when determining when Indigenous peoples can retire.
Levon Ellen Blue +2 more
wiley +1 more source
The comparative advantages of HSR, AIR, and HA on the coordinated regional economic development in China. [PDF]
Li GD, Liu W, Xue YZ, Tsai S.
europepmc +1 more source

