The misbehavior of value and the discipline of the will

@article{Dayan2006TheMO,
  title={The misbehavior of value and the discipline of the will},
  author={Peter Dayan and Yael Niv and Ben Seymour and Nathaniel D. Daw},
  journal={Neural networks : the official journal of the International Neural Network Society},
  year={2006},
  volume={19 8},
  pages={1153-60}
}
Most reinforcement learning models of animal conditioning operate under the convenient, though fictive, assumption that Pavlovian conditioning concerns prediction learning whereas instrumental conditioning concerns action learning. However, it is only through Pavlovian responses that Pavlovian prediction learning is evident, and these responses can act against the instrumental interests of the subjects. This can be seen in both experimental and natural circumstances. In this paper we study the… CONTINUE READING
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