Abstract: When intelligent agents operate in a stochastic environment, they adhere to the principle of maximizing expected rewards to optimize their policies. The maximization of rewards becomes the ...

The global laboratory automation market is set to witness a growth rate of ~7% during the forecast period. Integration of automation, AI, & machine learning (ML) in laboratory workflows, ...

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Abstract: Modern industrial automation increasingly depends on distributed networks of autonomous agents, such as autonomous guided vehicles (AGVs) and machine controllers, to manage dynamic ...