A NOVEL FUNCTIONAL ELECTRICAL STIMULATION-INDUCED CYCLING CONTROLLER USING REINFORCEMENT LEARNING TO OPTIMIZE ONLINE MUSCLE ACTIVATION PATTERN

A Novel Functional Electrical Stimulation-Induced Cycling Controller Using Reinforcement Learning to Optimize Online Muscle Activation Pattern

This study introduces a novel controller based on a Reinforcement Learning (RL) algorithm for real-time adaptation of the stimulation pattern during FES-cycling.Core to our approach is the introduction of an RL agent that interacts with the cycling environment and learns through trial and error how to modulate the electrical charge applied to the s

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Utilization of waste from concentrated rubber latex industry for composting with addition of natural activators

The utilization of wastes from concentrated rubber latex industry for composting is promising as a sustainable and environmentally friendly method.The aim of this study was to utilize wastes including skim latex serum (SS) and concentrated latex sludge (CS) as a raw composting ingredient after being lifewalker upwalker combined with para rubber woo

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Patient referral patterns and the spread of hospital-acquired infections through national health care networks.

Rates of hospital-acquired infections, such as methicillin-resistant Staphylococcus aureus (MRSA), are increasingly used as quality indicators for hospital hygiene.Alternatively, luhta henttola these rates may vary between hospitals, because hospitals differ in admission and referral of potentially colonized patients.We assessed if different referr

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