Investigating Model-Free Planning in Human Choice Prediction

Target entity: Investigating Model-Free Planning in Human Choice Prediction
Context triple: [Arthur Guez, coAuthorOf, Investigating Model-Free Planning in Human Choice Prediction]

• A. Plans and Situated Actions
  Plans and Situated Actions is a seminal book by anthropologist Lucy Suchman that critiques traditional cognitive models of human action and argues that human behavior is fundamentally situated in its social and material context.
• B. Center for Adaptive Rationality
  The Center for Adaptive Rationality is a research unit that investigates how humans make decisions and reason under uncertainty, often using insights from psychology, economics, and cognitive science.
• C. Toward a General Theory of Action
  Toward a General Theory of Action is a foundational sociological work that systematically outlines a comprehensive framework for understanding human action and social systems.
• D. Models of Bounded Rationality
  Models of Bounded Rationality is a collection of Herbert A. Simon’s influential works that develop the concept of bounded rationality, explaining how real-world decision-making is constrained by limited information, cognitive capacity, and time.
• E. “A neural substrate of prediction and reward”
  “A neural substrate of prediction and reward” is a highly influential neuroscience paper that elucidates how dopaminergic brain systems encode reward prediction signals fundamental to learning and decision-making.
• F. None of above. chosen
• G. Unsure - the case is ambiguous/there is not enough information to decide.

Target entity: Investigating Model-Free Planning in Human Choice Prediction
Target entity description: "Investigating Model-Free Planning in Human Choice Prediction" is a research paper in computational cognitive science that examines how model-free reinforcement learning mechanisms can account for human planning and decision-making behavior.

• A. Plans and Situated Actions
  Plans and Situated Actions is a seminal book by anthropologist Lucy Suchman that critiques traditional cognitive models of human action and argues that human behavior is fundamentally situated in its social and material context.
• B. Center for Adaptive Rationality
  The Center for Adaptive Rationality is a research unit that investigates how humans make decisions and reason under uncertainty, often using insights from psychology, economics, and cognitive science.
• C. Toward a General Theory of Action
  Toward a General Theory of Action is a foundational sociological work that systematically outlines a comprehensive framework for understanding human action and social systems.
• D. Models of Bounded Rationality
  Models of Bounded Rationality is a collection of Herbert A. Simon’s influential works that develop the concept of bounded rationality, explaining how real-world decision-making is constrained by limited information, cognitive capacity, and time.
• E. “A neural substrate of prediction and reward”
  “A neural substrate of prediction and reward” is a highly influential neuroscience paper that elucidates how dopaminergic brain systems encode reward prediction signals fundamental to learning and decision-making.
• F. None of above. chosen