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The reinforcement version consisted of four blocks of 200 trials each, alternating between continuous reinforcement and no reinforcement (800 trials total; ~25 min duration).
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Children with ADHD may show more robust responses to reinforcement due to their poor performance in no-reinforcement task conditions, which allows greater room for improvement; conversely, control children typically perform well on even no-reinforcement versions of tasks, and ceiling effects among this group may attenuate any possible effect of reinforcement.
A simple version of reinforcement learning is the so-called win-stay lose-shift (WSLS) strategy [7, 8].
The team also used the deep reinforcement approach to test different versions of the software in order to decide which approach was bearing fruit and which should be dropped.
Reinforcer Type of reinforcement applied.
Q-learning is a mathematical version of a concept from psychology called reinforcement learning, a reward system thought to guide the process of learning in humans and other animals.
The reinforcement learning approach is adopted in both a basic version and an extended one.
The reinforcement learning scheme introduced above is the semi-Markov version of the scheme proposed in [20] and [21].
We will use the self-administered Environmental Reward Observation Scale EROSS) [ 31] (Spanish version of Barraca and Pérez-Álvarez [ 32]) to assess reinforcement.
Due to the method of construction employed, with weight dispersed across the shorter sides of its stone blocks, the fourth version of the pyramid was structurally weak and it required periodic reinforcement.
And the more you use this personalized version of Google News, the better it will get, thanks to the "reinforcement learning" technology under the hood.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com