A Reinforcement Learning Approach to Gait Training Improves Retention

Many gait training programs are based on supervised learning principles: an individual is guided towards a desired gait pattern with directional error feedback. While this results in rapid adaptation, improvements quickly disappear. This study tested the hypothesis that a reinforcement learning appr...

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Bibliographic Details
Main Authors: Christopher J Hasson, Julia eManczurowsky, Sheng-Che eYen
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-08-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnhum.2015.00459/full