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Littman, M. L. Reinforcement learning improves behaviour from evaluative feedback.
A systematic replication of the Weiner model for predicting evaluative feedback.
The orientation program is revised as needed, based on evaluative feedback.
Next, we required a synthesizer of the NAcc evaluative feedback.
Therefore, we just need to estimate the evaluative feedback from the neural population response in NAcc.
This surrogate analysis destroys the true evaluative feedback from the NAcc.
The Critic translates this neural feedback into a temporal-difference error (evaluative feedback) for adaptation of the Actor.
Again, the IA could associate the new neural state to appropriate actions just using an evaluative feedback.
The classification performance on the test set was 72% for providing the correct evaluative feedback of +1 or −1.
Since the Actor-Critic architecture depended heavily on the evaluative feedback from the NAcc, we first performed neurophysiological studies to characterize the evaluative feedback information in it and its appropriateness as a training signal for the S-BMI architecture.
The Actor executed the action with the highest value and received an evaluative feedback from the Critic.
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