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New AI system helps scientists understand complex systems that change over time

Duke University engineers are using artificial intelligence to do something scientists have chased for centuries; turn messy, ...
IEEE

An Enhanced Policy-Based Reinforcement Learning With Hierarchical Reward for Dynamic No-Wait Flowshop Scheduling Problem

Abstract: Machine learning has demonstrated remarkable effectiveness in solving scheduling problems through end-to-end optimization. However, dynamic events introduce uncertainty and pose significant ...
IEEE

Contrastive-Learning-Based Decision Making for Dynamic Time-Linkage Optimization

Abstract: In dynamic time-linkage optimization, current decisions influence the future state of environments. To make good decisions that have a positive impact on future states, existing methods ...
The New York Times

Who Can Solve Iran’s Many Problems? Not I, Says the President.

Amid sky-high inflation, water and energy cuts and prospects for a deal with the U. S. dimming, President Masoud Pezeshkian has apparently thrown up his hands. By Farnaz Fassihi and Leily Nikounazar ...
Fast Company

AI is making us more comfortable . . . and that’s the problem

Like many people, I use AI for quick, practical tasks. But two recent interactions made me pay closer attention to how easily these systems slip into emotional validation. In both cases, the model ...
ZDNet

More workers are using AI, but don't know if their employers are, too - why that's a problem

A recent Gallup poll asked about employees' use of AI at work. Nearly half said they use it at least a few times a year. There were some big differences between industries. The use of AI tools among ...