psiTurk: An open-source framework for conducting replicable behavioral experiments online
By Todd M. Gureckis, Jay B. Martin, John V. McDonnell, Alexander S. Rich, D. Markant, Anna Coenen, David J. Halpern, Jessica B. Hamrick, Patricia Angie Chan. 2015
249 citations recorded by the source corpus.
Subfields: Applied Psychology, Artificial Intelligence, Computer Science Applications
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Applied Psychology
- Samuel J. Gershman
- Tzvi Abberbock
- Karthik Narasimhan
- Nathaniel D. Daw
- Jonathan Robinson
- Leib Litman
- Matthew Botvinick
- Mark O. Riedl
In Artificial Intelligence
- Brenden M. Lake
- Tal Linzen
- Marco Baroni
- Percy Liang
- Josh Tenenbaum
- Sergey Levine
- Samuel J. Gershman
- Mohit Bansal
In Computer Science Applications
- Tzvi Abberbock
- Nathaniel D. Daw
- T. Griffiths
- Jonathan Robinson
- Brenden M. Lake
- Leib Litman
- Mark O. Riedl
- Brent Harrison
Citations in the corpus
- Global-and-local attention networks for visual recognition (2018, methodology): “Experiments were implemented with the psiTurk framework [41] and custom javascript functions.”
- Learning Rewards from Linguistic Feedback (2020, methodology): “We recruited 208 participants from Amazon Mechanical Turk using psiTurk (Gureckis et al. 2016).”
- TurkPrime.com: A versatile crowdsourcing data acquisition platform for the behavioral sciences (2016, methodology): “Like TurkPrime, psiTurk offers the abilities to exclude participants, offer bonuses, and make automatic payments, among many other features. psiTurk is open-source platform for designing flexible online studies (see Gureckis et al., 2015).”
- Human few-shot learning of compositional instructions (2019, methodology): “Thirty participants in the United States were recruited using Amazon Mechanical Turk and the psiTurk platform (Gureckis et al., 2015).”
- The successor representation in human reinforcement learning (2016, methodology): “This task was run on Amazon’s Mechanical Turk (AMT) using Psiturk software 63 .”