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Author: Eric Schulz

  • Most recently observed institution: Max Planck Institute for Biological Cybernetics

Rankings

  • All-time downloads: 58,865 (rank: 2,238 )
  • Categories:
    • animal behavior and cognition: 56,896 (rank: 1 )
    • neuroscience: 1,969 (rank: 10,356 (tie) )

Downloads per author, site-wide

Preprints

A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

animal behavior and cognition more details view paper
  • Downloaded 32,180 times
  • Download rankings, all-time:
    • Site-wide: 188
    • In animal behavior and cognition: 1
  • Year to date:
    • Site-wide: 405
  • Since beginning of last month:
    • Site-wide: 405

A theory of learning to infer

animal behavior and cognition more details view paper
  • Downloaded 3,447 times
  • Download rankings, all-time:
    • Site-wide: 3,165
    • In animal behavior and cognition: 19
  • Year to date:
    • Site-wide: 7,215
  • Since beginning of last month:
    • Site-wide: 7,215

Generalization guides human exploration in vast decision spaces

animal behavior and cognition more details view paper
  • Downloaded 2,709 times
  • Download rankings, all-time:
    • Site-wide: 4,435
    • In animal behavior and cognition: 25
  • Year to date:
    • Site-wide: 24,620
  • Since beginning of last month:
    • Site-wide: 24,620

Multi-Task Reinforcement Learning in Humans

neuroscience more details view paper
  • Downloaded 1,969 times
  • Download rankings, all-time:
    • Site-wide: 7,078
    • In neuroscience: 726
  • Year to date:
    • Site-wide: 2,673
  • Since beginning of last month:
    • Site-wide: 2,673

Putting bandits into context: How function learning supports decision making

animal behavior and cognition more details view paper
  • Downloaded 1,622 times
  • Download rankings, all-time:
    • Site-wide: 9,527
    • In animal behavior and cognition: 67
  • Year to date:
    • Site-wide: 20,529
  • Since beginning of last month:
    • Site-wide: 20,529

Exploration in the wild

animal behavior and cognition more details view paper
  • Downloaded 1,547 times
  • Download rankings, all-time:
    • Site-wide: 10,188
    • In animal behavior and cognition: 74
  • Year to date:
    • Site-wide: 27,881
  • Since beginning of last month:
    • Site-wide: 27,881

Mapping the unknown: The spatially correlated multi-armed bandit

animal behavior and cognition more details view paper
  • Downloaded 1,496 times
  • Download rankings, all-time:
    • Site-wide: 10,705
    • In animal behavior and cognition: 79
  • Year to date:
    • Site-wide: 15,423
  • Since beginning of last month:
    • Site-wide: 15,423

Compositional Inductive Biases in Function Learning

animal behavior and cognition more details view paper
  • Downloaded 1,260 times
  • Download rankings, all-time:
    • Site-wide: 13,840
    • In animal behavior and cognition: 98
  • Year to date:
    • Site-wide: 27,360
  • Since beginning of last month:
    • Site-wide: 27,360

Finding structure in multi-armed bandits

animal behavior and cognition more details view paper
  • Downloaded 1,090 times
  • Download rankings, all-time:
    • Site-wide: 17,248
    • In animal behavior and cognition: 142
  • Year to date:
    • Site-wide: 24,626
  • Since beginning of last month:
    • Site-wide: 24,626

Searching for rewards like a child means less generalization and more directed exploration

animal behavior and cognition more details view paper
  • Downloaded 1,030 times
  • Download rankings, all-time:
    • Site-wide: 18,804
    • In animal behavior and cognition: 156
  • Year to date:
    • Site-wide: 52,353
  • Since beginning of last month:
    • Site-wide: 52,353

Similarities and differences in spatial and non-spatial cognitive maps

animal behavior and cognition more details view paper
  • Downloaded 982 times
  • Download rankings, all-time:
    • Site-wide: 20,113
    • In animal behavior and cognition: 165
  • Year to date:
    • Site-wide: 44,621
  • Since beginning of last month:
    • Site-wide: 44,621

Inference and search on graph-structured spaces

animal behavior and cognition more details view paper
  • Downloaded 896 times
  • Download rankings, all-time:
    • Site-wide: 22,963
    • In animal behavior and cognition: 193
  • Year to date:
    • Site-wide: 51,009
  • Since beginning of last month:
    • Site-wide: 51,009

Connecting conceptual and spatial search via a model of generalization

animal behavior and cognition more details view paper
  • Downloaded 874 times
  • Download rankings, all-time:
    • Site-wide: 23,756
    • In animal behavior and cognition: 206
  • Year to date:
    • Site-wide: 100,841
  • Since beginning of last month:
    • Site-wide: 100,841

Remembrance of Inferences Past

animal behavior and cognition more details view paper
  • Downloaded 789 times
  • Download rankings, all-time:
    • Site-wide: 27,435
    • In animal behavior and cognition: 235
  • Year to date:
    • Site-wide: 71,009
  • Since beginning of last month:
    • Site-wide: 71,009

Generalization as diffusion: human function learning on graphs

animal behavior and cognition more details view paper
  • Downloaded 782 times
  • Download rankings, all-time:
    • Site-wide: 27,743
    • In animal behavior and cognition: 238
  • Year to date:
    • Site-wide: 85,198
  • Since beginning of last month:
    • Site-wide: 85,198

Exploring the space of human exploration using Entropy Mastermind

animal behavior and cognition more details view paper
  • Downloaded 737 times
  • Download rankings, all-time:
    • Site-wide: 30,121
    • In animal behavior and cognition: 259
  • Year to date:
    • Site-wide: 85,484
  • Since beginning of last month:
    • Site-wide: 85,484

Active Function Learning

animal behavior and cognition more details view paper
  • Downloaded 689 times
  • Download rankings, all-time:
    • Site-wide: 33,066
    • In animal behavior and cognition: 296
  • Year to date:
    • Site-wide: 106,906
  • Since beginning of last month:
    • Site-wide: 106,906

Communicating compositional patterns

animal behavior and cognition more details view paper
  • Downloaded 661 times
  • Download rankings, all-time:
    • Site-wide: 34,992
    • In animal behavior and cognition: 317
  • Year to date:
    • Site-wide: 99,852
  • Since beginning of last month:
    • Site-wide: 99,852

Learning to act by integrating mental simulations and physical experiments

animal behavior and cognition more details view paper
  • Downloaded 614 times
  • Download rankings, all-time:
    • Site-wide: 38,510
    • In animal behavior and cognition: 361
  • Year to date:
    • Site-wide: 84,341
  • Since beginning of last month:
    • Site-wide: 84,341

Generalization and search in risky environments

animal behavior and cognition more details view paper
  • Downloaded 592 times
  • Download rankings, all-time:
    • Site-wide: 40,322
    • In animal behavior and cognition: 382
  • Year to date:
    • Site-wide: 106,620
  • Since beginning of last month:
    • Site-wide: 106,620

Adaptive planning in human search

animal behavior and cognition more details view paper
  • Downloaded 578 times
  • Download rankings, all-time:
    • Site-wide: 41,481
    • In animal behavior and cognition: 395
  • Year to date:
    • Site-wide: 81,806
  • Since beginning of last month:
    • Site-wide: 81,806

Active learning reveals underlying decision strategies

animal behavior and cognition more details view paper
  • Downloaded 553 times
  • Download rankings, all-time:
    • Site-wide: 43,921
    • In animal behavior and cognition: 428
  • Year to date:
    • Site-wide: 95,400
  • Since beginning of last month:
    • Site-wide: 95,400

Learning list concepts through program induction

animal behavior and cognition more details view paper
  • Downloaded 528 times
  • Download rankings, all-time:
    • Site-wide: 46,414
    • In animal behavior and cognition: 457
  • Year to date:
    • Site-wide: 73,970
  • Since beginning of last month:
    • Site-wide: 73,970

Amortized Hypothesis Generation

animal behavior and cognition more details view paper
  • Downloaded 477 times
  • Download rankings, all-time:
    • Site-wide: 52,244
    • In animal behavior and cognition: 533
  • Year to date:
    • Site-wide: 120,048
  • Since beginning of last month:
    • Site-wide: 120,048

Strategic exploration in human adaptive control

animal behavior and cognition more details view paper
  • Downloaded 458 times
  • Download rankings, all-time:
    • Site-wide: 54,585
    • In animal behavior and cognition: 558
  • Year to date:
    • Site-wide: 93,488
  • Since beginning of last month:
    • Site-wide: 93,488

Structured priors in human forecasting

animal behavior and cognition more details view paper
  • Downloaded 305 times
  • Download rankings, all-time:
    • Site-wide: 79,165
    • In animal behavior and cognition: 916
  • Year to date:
    • Site-wide: 90,778
  • Since beginning of last month:
    • Site-wide: 90,778

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