MM Botvinick - Current opinion in neurobiology, 2012 - Elsevier
… Reinforcementlearning models in neuroscience face a challenge in accounting for learning and decision … to import ideas from hierarchical reinforcementlearning, a computational …
… Participants in this study were tested in a sequential reinforcement-based task. Modeling the participants’ behavior by a decision tree, it was found that their behavior is consistent with a …
D Lee, H Seo, MW Jung - Annual review of neuroscience, 2012 - annualreviews.org
… and reinforcementlearning theories of decision making. (a) In economic theories, decision … (b) In reinforcementlearning, actions are chosen probabilistically (ie, softmax) on the basis …
… learning tasks. If neural prediction error signals are used to guide decision-making, as suggested by reinforcementlearning … to decision outcomes should relate to subsequent decision …
Y Ye, X Zhang, J Sun - Transportation Research Part C: Emerging …, 2019 - Elsevier
… to decision making is not enough and the existing decision … the decision-making training and learning is put forward in this paper. It consists of two parts: the deep reinforcementlearning …
… We introduce a framework that abstracts ReinforcementLearning (… In particular, we present Decision Transformer, an … compute policy gradients, Decision Transformer simply outputs the …
M Van Otterlo, M Wiering - Reinforcement learning: State-of-the-art, 2012 - Springer
… Markov decision processes and two classes of algorithms for computing optimal behaviors: reinforcementlearning and … First the formal framework of Markov decision process is defined, …
… learning about those preferences. In this document, we investigate ethical decision making using the reinforcement-learning (RL) framework. We argue that reinforcementlearning …
MJ Frank, ED Claus - Psychological review, 2006 - psycnet.apa.org
… The above evidence suggests that the BG and OFC intimately interact in reinforcement learning and decision making. Given that medial OFC areas tend to be activated by positive …