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Mouselab-MDP: A new paradigm for tracing how people plan

https://doi.org/10.31219/osf.io/7wcya
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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/0004-3702(96)00007-0openalex-snapshot
Artificial intelligence: A modern approach
inferredcites →https://doi.org/10.1016/j.cognition.2008.08.011openalex-snapshot
Hierarchically organized behavior and its neural foundations: A reinforcement learning perspective
inferredcites →https://doi.org/10.1016/j.neuron.2016.03.037openalex-snapshot
Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network
inferredcites →https://doi.org/10.1037/0033-2909.130.5.769openalex-snapshot
A Discounting Framework for Choice With Delayed and Probabilistic Rewards.
inferredcites →https://doi.org/10.1037/0278-7393.14.3.534openalex-snapshot
Adaptive strategy selection in decision making.
inferredcites →https://doi.org/10.1073/pnas.1414219112openalex-snapshot
Interplay of approximate planning strategies
inferredcites →https://doi.org/10.1109/tnn.1998.712192openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1111/tops.12142openalex-snapshot
Rational Use of Cognitive Resources: Levels of Analysis Between the Computational and the Algorithmic
inferredcites →https://doi.org/10.1146/annurev-neuro-072116-031526openalex-snapshot
Toward a Rational and Mechanistic Account of Mental Effort
inferredcites →https://doi.org/10.1371/journal.pcbi.1002410openalex-snapshot
Bonsai Trees in Your Head: How the Pavlovian System Sculpts Goal-Directed Choices by Pruning Decision Trees
inferredcites →https://doi.org/10.1523/jneurosci.4647-10.2011openalex-snapshot
Neural Correlates of Forward Planning in a Spatial Decision Task in Humans
inferredcites →https://doi.org/10.2307/1419559openalex-snapshot
Plans and the Structure of Behavior
inferredcites →https://doi.org/10.3758/s13428-014-0458-yopenalex-snapshot
jsPsych: A JavaScript library for creating behavioral experiments in a Web browser
inferredcites →https://doi.org/10.4324/9780203493564openalex-snapshot
The Cognitive Psychology of Planning
inferredcites →https://doi.org/10.7554/elife.06063openalex-snapshot
Hippocampal place cells construct reward related sequences through unexplored space

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4274617openalex-extracted
Over- and Underreaction to Information
inferred← citeshttps://doi.org/10.1007/978-3-031-36272-9_64openalex-snapshot
C$$^{2}$$Tutor: Helping People Learn to Avoid Present Bias During Decision Making
inferred← citeshttps://doi.org/10.1007/s10994-021-05963-2openalex-snapshot
Automatic discovery of interpretable planning strategies
inferred← citeshttps://doi.org/10.1007/s40593-025-00493-7openalex-snapshot
An Intelligent Tutor for Planning in Large Partially Observable Environments
inferred← citeshttps://doi.org/10.1007/s42113-022-00128-3openalex-snapshot
Improving Human Decision-making by Discovering Efficient Strategies for Hierarchical Planning
inferred← citeshttps://doi.org/10.1007/s42113-022-00141-6openalex-snapshot
Leveraging Machine Learning to Automatically Derive Robust Decision Strategies from Imperfect Knowledge of the Real World
inferred← citeshttps://doi.org/10.1007/s42113-022-00149-yopenalex-snapshot
Boosting Human Decision-making with AI-Generated Decision Aids
inferred← citeshttps://doi.org/10.1016/j.chb.2023.107903openalex-snapshot
Artificial intelligence and human behavioral development: A perspective on new skills and competences acquisition for the educational context
inferred← citeshttps://doi.org/10.1016/j.cobeha.2019.07.002openalex-snapshot
Tasks for aligning human and machine planning
inferred← citeshttps://doi.org/10.1017/jdm.2023.16openalex-snapshot
Systematic metacognitive reflection helps people discover far-sighted decision strategies: A process-tracing experiment
inferred← citeshttps://doi.org/10.1038/s41598-025-00905-7openalex-snapshot
Heuristic pruning of decision trees at low probabilities and probability discounting in sequential planning in young and older adults
inferred← citeshttps://doi.org/10.1073/pnas.2117432119openalex-snapshot
Leveraging artificial intelligence to improve people’s planning strategies
inferred← citeshttps://doi.org/10.13140/rg.2.2.10467.20006openalex-snapshot
A cognitive tutor for helping people overcome present bias
inferred← citeshttps://doi.org/10.13140/rg.2.2.15636.40326openalex-snapshot
A resource-rational analysis of human planning
inferred← citeshttps://doi.org/10.31219/osf.io/8rz37openalex-snapshot
Helping people choose subgoals with sparse pseudo rewards
inferred← citeshttps://doi.org/10.31219/osf.io/fyx4gopenalex-snapshot
Learning planning strategies without feedback
inferred← citeshttps://doi.org/10.31234/osf.io/9jntvopenalex-snapshot
Tasks for aligning human and machine planning
inferred← citeshttps://doi.org/10.31234/osf.io/akzwjopenalex-snapshot
A jsPsych Touchscreen Extension for Behavioral Research on Touch-Enabled Interface
inferred← citeshttps://doi.org/10.31234/osf.io/qj346openalex-snapshot
A reward shaping method for promoting metacognitive learning
inferred← citeshttps://doi.org/10.31234/osf.io/xmf3yopenalex-snapshot
Measuring individual differences in the depth of planning
inferred← citeshttps://doi.org/10.32470/ccn.2019.1313-0openalex-snapshot
How do people learn how to plan?
inferred← citeshttps://doi.org/10.3758/s13428-022-01789-5openalex-snapshot
A computational process-tracing method for measuring people’s planning strategies and how they change over time
inferred← citeshttps://doi.org/10.3758/s13428-022-01899-0openalex-snapshot
Simulating behavior to help researchers build experiments
inferred← citeshttps://doi.org/10.3758/s13428-023-02062-zopenalex-snapshot
Automatic discovery and description of human planning strategies
inferred← citeshttps://doi.org/10.3758/s13428-024-02454-9openalex-snapshot
A jsPsych touchscreen extension for behavioral research on touch-enabled interfaces
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