Abstract: Designing specific optimizers for specific optimization tasks has been an important but difficult task due to the No Free Lunch theorem. Nowadays, large language models have been widely ...

Parents are being pushed to their limits by rising living costs and an always-on work culture, yet the data is clear that ...

For a minimal example of how to use the environment framework, refer to examples/simple-calculator. For the environment and training data used in our paper, see AgentBench FC. For reproducing the ...

Investing in fleet automation allows waste transportation providers to be more competitive, maintain service reliability, and ...

The XXKK cryptocurrency platform has introduced improvements to its operational systems. Our goal is to increase the ...

This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...

Robotaxis are marketed as fully autonomous, yet the industry quietly leans on human workers for some of the most mundane and ...

Utilize AI to analyze application runtime data (e.g., rendering time, communication latency), obtain optimization suggestions (such as reducing component re-rendering, reusing hardware connections), ...

Faster loading times can really change how people use a site. They are less likely to leave right away. This activity boosts the metrics that search engines care about. Because of these perks, WebP is ...

RPGs We're getting Divinity over more Baldur's Gate 3 because Larian devs weren't enjoying "doing the D&D thing" Baldur's Gate Baldur's Gate 3 devs didn't want to include a core D&D rule in their RPG, ...

Abstract: Expensive optimization problems (EOPs) present significant challenges for traditional evolutionary optimization due to their limited evaluation calls. Although surrogate-assisted search (SAS ...