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  1. Biological Mechanism of Reward-Based Learning

    Among our attempts to answer this question, reinforcement learning has been one of the most successful learning theories in the field of neuroscience as well as computer science.

  2. A habit and working memory model as an alternative account of …

    Nov 17, 2025 · In this study, Collins proposes an alternative dual-process (working memory and habit) model of reinforcement learning in humans.

  3. Reward-based learning Definition - Cognitive Psychology Key Term

    Reward-based learning significantly influences behavioral choices by providing feedback that reinforces certain actions. In humans, this involves the brain's reward system, where positive outcomes …

  4. Reward Learning over Weeks Versus Minutes Increases the Neural ...

    Over the past few decades, neuroscience research has illuminated the neural mechanisms supporting learning from reward feedback. Learning paradigms are increasingly being extended to study mood …

  5. Reward-Based Learning, Model-Based and Model-Free - Springer

    Jan 1, 2022 · In these, learning the reward association of a stimulus “B” in a compound “AB” is prevented if “A” already fully predicts the reward. Then the reward is fully predicted; no prediction …

  6. Reward-based learning: benefits, applications, and strategies in 2023

    We’ll guide you through the process of reward learning, exploring its benefits, drawbacks, and practical tips for successful implementation.

  7. Neurobiology of reward-related learning - ScienceDirect

    May 1, 2021 · We propose a Hebbian type neurobiological model of reward-related learning that attempts to explain learned responses to stimuli that have been associated with primary reward.

  8. 19.4 Reward-based learning | Neuronal Dynamics online book

    Sep 8, 2014 · 19.4 Reward-based learning In conditioning experiments, animals learn complex action sequences if the desired behavior is rewarded. For example, in a simple T-maze an animal has to …

  9. Memory and Reward-Based Learning: A Value-Directed …

    Memory recall for high reward value items correlates with individual differences in white matter pathways associated with reward processing and fronto-temporal communication.

  10. Memory and Reward-Based Learning: A Value-Directed

    Jan 4, 2022 · Here, we describe a dual-mechanism framework of value-directed remembering in which both strategic and automatic processes lead to differential encoding of valuable information.