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Author: Nathaniel Daw

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  • All-time downloads: 37,764 (rank: 3,087 out of 509,520)
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    • animal behavior and cognition: 2,598 (rank: 207 out of 6,205)
    • neuroscience: 34,851 (rank: 77 out of 73,597)
    • physiology: 315 (rank: 4,286 (tie) out of 9,896)

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Preprints

The successor representation in human reinforcement learning

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Prioritized memory access explains planning and hippocampal replay

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Linear reinforcement learning: Flexible reuse of computation in planning, grid fields, and cognitive control

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    • In neuroscience: 269 out of 18,580
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A retrieved context model of the emotional modulation of memory

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Excessive deliberation in social anxiety

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    • In animal behavior and cognition: 38 out of 1,609
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Anxiety, avoidance, and sequential evaluation

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Offline Replay Supports Planning: fMRI Evidence from Reward Revaluation

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The Opportunity Cost of Time Modulates Cognitive Effort

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Hierarchical Bayesian inference for concurrent model fitting and comparison for group studies

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    • In neuroscience: 1,255 out of 18,580
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    • Site-wide: 77,601 out of 118,102

A Neural Mechanism for the Opportunity Cost of Time

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    • In neuroscience: 1,418 out of 18,580
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    • Site-wide: 26,174 out of 118,102

Reminders of past choices bias decisions for reward in humans.

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    • In neuroscience: 1,512 out of 18,580
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    • Site-wide: 56,154 out of 118,102

Two Sides of the Same Coin: The Hippocampus as a Common Neural Substrate for Model-Based Planning and Spatial Memory

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Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons

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    • In neuroscience: 2,353 out of 18,580
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    • Site-wide: 69,839 out of 118,102

Rats exhibit similar biases in foraging and intertemporal choice tasks

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    • Site-wide: 34,125 out of 118,102
    • In animal behavior and cognition: 324 out of 1,609
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    • Site-wide: 63,651 out of 118,102
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    • Site-wide: 70,706 out of 118,102

Biased belief updating and suboptimal choice in foraging decisions

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    • Site-wide: 37,082 out of 118,102
    • In neuroscience: 5,422 out of 18,580
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  • Since beginning of last month:
    • Site-wide: 85,419 out of 118,102

In for a pound, in for a penny: How the opportunity to gain reward influences the competition for memory resources

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    • In neuroscience: 5,493 out of 18,580
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    • Site-wide: 42,217 out of 118,102
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    • Site-wide: 33,971 out of 118,102

Experience replay supports non-local learning

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    • In neuroscience: 6,229 out of 18,580
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    • Site-wide: 1,296 out of 118,102

Sympathetic and parasympathetic involvement in time constrained sequential foraging

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    • In physiology: 535 out of 1,497
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