The relation between reinforcement learning parameters and the influence of reinforcement history on choice behavior

[1]  Axel van Lamsweerde,et al.  Learning machine learning , 1991 .

[2]  Peter Dayan,et al.  A Neural Substrate of Prediction and Reward , 1997, Science.

[3]  Peter Dayan,et al.  Q-learning , 1992, Machine Learning.

[4]  W. Newsome,et al.  Matching Behavior and the Representation of Value in the Parietal Cortex , 2004, Science.

[5]  Karl J. Friston,et al.  Dissociable Roles of Ventral and Dorsal Striatum in Instrumental Conditioning , 2004, Science.

[6]  Peter Dayan,et al.  Technical Note: Q-Learning , 2004, Machine Learning.

[7]  D. Barraclough,et al.  Prefrontal cortex and decision making in a mixed-strategy game , 2004, Nature Neuroscience.

[8]  K. Doya,et al.  Representation of Action-Specific Reward Values in the Striatum , 2005, Science.

[9]  Jerome R. Busemeyer,et al.  Using Cognitive Models to Map Relations Between Neuropsychological Disorders and Human Decision-Making Deficits , 2005, Psychological science.

[10]  Richard S. Sutton,et al.  Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.

[11]  H. Seung,et al.  JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR 2005, 84, 581–617 NUMBER 3(NOVEMBER) LINEAR-NONLINEAR-POISSON MODELS OF PRIMATE CHOICE DYNAMICS , 2022 .

[12]  P. Glimcher,et al.  JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR 2005, 84, 555–579 NUMBER 3(NOVEMBER) DYNAMIC RESPONSE-BY-RESPONSE MODELS OF MATCHING BEHAVIOR IN RHESUS MONKEYS , 2022 .

[13]  J. O'Doherty,et al.  Model‐Based fMRI and Its Application to Reward Learning and Decision Making , 2007, Annals of the New York Academy of Sciences.

[14]  K. Doya,et al.  Understanding Neural Coding through the Model-Based Analysis of Decision Making , 2007, The Journal of Neuroscience.

[15]  Yutaka Sakai,et al.  The Actor-Critic Learning Is Behind the Matching Law: Matching Versus Optimal Behaviors , 2008, Neural Computation.

[16]  Daeyeol Lee,et al.  Behavioral and Neural Changes after Gains and Losses of Conditioned Reinforcers , 2009, The Journal of Neuroscience.

[17]  Y. Niv.  Reinforcement learning in the brain , 2009 .

[18]  K. Doya,et al.  Validation of Decision-Making Models and Analysis of Decision Variables in the Rat Basal Ganglia , 2009, The Journal of Neuroscience.

[19]  N. Daw,et al.  Human Reinforcement Learning Subdivides Structured Action Spaces by Learning Effector-Specific Values , 2009, The Journal of Neuroscience.

[20]  H. Seo,et al.  Lateral Intraparietal Cortex and Reinforcement Learning during a Mixed-Strategy Game , 2009, Journal of Neuroscience.

[21]  P. Dayan,et al.  States versus Rewards: Dissociable Neural Prediction Error Signals Underlying Model-Based and Model-Free Reinforcement Learning , 2010, Neuron.

[22]  Raymond J. Dolan,et al.  Disentangling the Roles of Approach, Activation and Valence in Instrumental and Pavlovian Responding , 2011, PLoS Comput. Biol..

[23]  K. Katahira,et al.  Decision-Making Based on Emotional Images , 2011, Front. Psychology.

[24]  Nathaniel D. Daw,et al.  Trial-by-trial data analysis using computational models , 2011 .

[25]  P. Dayan,et al.  Model-based influences on humans’ choices and striatal prediction errors , 2011, Neuron.

[26]  P. Dayan,et al.  Serotonin Selectively Modulates Reward Value in Human Decision-Making , 2012, The Journal of Neuroscience.

[27]  K. Samejima,et al.  Effects of depression on reward-based decision making and variability of action in probabilistic learning. , 2012, Journal of behavior therapy and experimental psychiatry.

[28]  Christopher K. Kovach,et al.  Anterior Prefrontal Cortex Contributes to Action Selection through Tracking of Recent Reward Trends , 2012, The Journal of Neuroscience.

[29]  Masato Okada,et al.  Statistical Mechanics of Reward-Modulated Learning in Decision-Making Networks , 2012, Neural Computation.

[30]  Masato Okada,et al.  Individual differences in heart rate variability are associated with the avoidance of negative emotional events , 2014, Biological Psychology.

[31]  A. Olsson,et al.  Racial Bias Shapes Social Reinforcement Learning , 2014, Psychological science.

[32]  Masato Okada,et al.  Bayesian deterministic decision making: a normative account of the operant matching law and heavy-tailed reward history dependency of choices , 2014, Front. Comput. Neurosci..

[33]  K. Sakai,et al.  Autonomous Mechanism of Internal Choice Estimate Underlies Decision Inertia , 2014, Neuron.

[34]  K. Cheng,et al.  Neural basis of decision making guided by emotional outcomes. , 2015, Journal of neurophysiology.