Cogworks Laboratory

Publications

384 entries « 1 of 8 »

2017

Gigerenzer, Gerd ; Gray, Wayne D

A Simple Heuristic Successfully Used by Humans, Animals, and Machines: The Story of the {RAF and Luftwaffe}, Hawks and Ducks, Dogs and Frisbees, Baseball Outfielders and {Sidewinder Missiles}---Oh My! Journal Article

Topics in Cognitive Science, 9 (3), pp. 260–263, 2017.

Abstract | Links | BibTeX | Tags: heuristics

Gray, Wayne D

Game-XP: Action Games as Experimental Paradigms for Cognitive Science Journal Article

Topics in Cognitive Science, 9 (2), pp. 289–307, 2017.

Abstract | Links | BibTeX | Tags: Action games, Chess, cognitive skill acquisition, Cohort analysis, Computer games, Expertise sampling, extreme expertise, Halo, Longitudinal studies, Skilled performance, Space Fortress, StarCraft, Tetris, Verbal protocol analysis, Video games

Sibert, Catherine ; Gray, Wayne D; Lindstedt, John K

Interrogating Feature Learning Models to Discover Insights Into the Development of Human Expertise in a Real-Time, Dynamic Decision-Making Task Journal Article

Topics in Cognitive Science, 9 (2), pp. 374–394, 2017.

Abstract | Links | BibTeX | Tags: Cognitive skill, cognitive skill acquisition, Cross-entropy reinforcement learning, expertise, Experts, Machine learning, Methods, Perceptual learning, Strategies, Tetris

Gray, Wayne D

Plateaus and Asymptotes: Spurious and Real Limits in Human Performance Journal Article

Current Directions in Psychological Science, 26 (1), pp. 59-67, 2017.

Abstract | Links | BibTeX | Tags: asymptotes, cognitive skill acquisition, expertise, memory, performance, plateaus, spurious limits

Veksler, Bella Z; Boyd, Rachel ; Myers, Christopher W; Gunzelmann, Glenn ; Neth, Hansjörg ; Gray, Wayne D

Visual Working Memory Resources Are Best Characterized as Dynamic, Quantifiable Mnemonic Traces Journal Article

Topics in Cognitive Science, 9 (1), pp. 1-19, 2017.

Abstract | Links | BibTeX | Tags: ACT-R, Eye tracking, Resource allocation, visual search, Visual working memory

2016

Gray, Wayne D; Lindstedt, John K

Plateaus, Dips, and Leaps: Where to Look for Inventions and Discoveries during Skilled Performance Journal Article

Cognitive Science, 2016.

Abstract | Links | BibTeX | Tags: BreakOut, changepoint detection, digit span, dips, expertise, extreme expertise, leaps, performance, plateaus, Space Fortress

Sangster, Matthew-Donald D; Mendonca, David J; Gray, Wayne D

Big Data Meets Team Expertise in a Dynamic Task Environment Conference

Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 60 (1), Sage , 2016.

Abstract | BibTeX | Tags: dynamic task environment, League of Legends, LoL, team, team expertise

Destefano, Marc ; Gray, Wayne D

Where Should Researchers Look for Strategy Discoveries during the Acquisition of Complex Task Performance? The Case of Space Fortress Conference

Proceedings of the 38th Annual Conference of the Cognitive Science Society, Cognitive Science Society, Austin, TX, 2016.

Abstract | Links | BibTeX | Tags: changepoint analysis, dips, expertise, leaps, method invention, performance, plateaus, SAX, skill acquisition, Space Fortress, strategy discovery

Hope, Ryan M

Cognitive Control of Saccadic Behavior in the Antisaccade Task: A model of Voluntary and Involuntary Eye Movements PhD Thesis

Rensselaer Polytechnic Institute, 2016.

Abstract | BibTeX | Tags: ABS-CRISP, CRISP, eye fixations, eye movements, saccades

2015

Gray, Wayne D; Lindstedt, John K

League-Stepping Habits as an Escape Route (with Plateaus, Dips, and Leaps) from Stable Suboptimal Performance Unpublished

2015.

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Proceedings of the 13th International Conference on Cognitive Modeling Proceeding

Rijsuniversiteit Groningen Groningen, de Nederland, 2015.

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Gray, Wayne D

Asymptotes, Plateaus, and Limits to Human Performance Conference

Presentation to the IBM Cognitive Systems Institute, IBM Cognitive Systems Institute 2015.

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Hope, Ryan M; Gray, Wayne D

A scanpath algorithm for dynamic regions of interest and complex task environments Incollection

European Conference on Eye Movements, University of Vienna, Austria, 2015.

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Lindstedt, John K; Gray, Wayne D

MetaT: Tetris as an Experimental Paradigm for Cognitive Skills Research Journal Article

Behavior Research Methods, 2015.

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Neth, Hansj"org; Sims, Chris R; Gray, Wayne D

Rational Task Analysis: A Methodology to Benchmark Bounded Rationality Journal Article

Minds and Machines, pp. 1-24, 2015, ISSN: 0924-6495.

Links | BibTeX | Tags: Bounded rationality; Benchmarking; Optimality; Task environment; Rational analysis; Ecological rationality

Sibert, Catherine; Gray, Wayne D; Lindstedt, John K

Tetris: Exploring Human Performance via Cross Entropy Reinforcement Learning Models Inproceedings

submitted for Proceedings of the 38th Annual Conference of the Cognitive Science Society, 2015.

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Gray, Wayne D

The Acquisition of League-Stepping Methods: A Short Review and Revision of the Long History of Asymptotes, Plateaus, and Deliberate Practice on Human Performance Unpublished

2015.

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2014

Gray, Wayne D

What can Video Games Tell Us About Extreme Expertise? Conference

Talk Presented at the Rice University Psychology Department Speakers Series, Rice University Houston, TX, 2014.

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Gray, Wayne D; Hope, Ryan M; Lindstedt, John K; Destefano, Marc

Elements of Extreme Expertise: Searching for Differences in Microstrategies Deployed by Experts and Novices Conference

Plenary Presentation at the 12th Biannual Meeting of the German Cognitive Science Society, Universit"at T"ubingen T"ubingen, Germany, 2014.

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The 36th Annual Meeting of the Cognitive Science Society Inproceedings

Bello, Paul; Guarini, Marcello; McShane, Marjorie; Scassellati, Brian (Ed.): Proceedings of the 36th Annual Conference of the Cognitive Science Society, Cognitive Science Society, Austin, TX, 2014.

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Hope, Ryan M; Schoelles, Michael J; Gray, Wayne D

Simplifying the interaction between cognitive models and task environments with the JSON Network Interface Journal Article

Behavior Research Methods, 46 , pp. 1007-1012, 2014.

Abstract | Links | BibTeX | Tags: Cognitive architecture; ACT-R; EPIC; IPC; TCP; JSON; Common Lisp; Python

Gittelson, Logan; Lindstedt, John K; Sibert, Catherine; Gray, Wayne D

Comparing Reinforcement Learning in Humans and Artificial Intelligence Through Tetris Inproceedings

2014.

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Gray, Wayne D

Elements of Extreme Expertise in Cognitive Skill: Studies of Video Gamers Conference

Talk Presented at the Union College Psychology Department Speakers Series and Honors Colloquium, Union College Schenectady, NY, 2014.

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Gray, Wayne D; Hills, Thomas

Does Cognition Deteriorate with Age or is it Enhanced by Experience? Journal Article

Topics in Cognitive Science, 6 (1), pp. 2-4, 2014.

Links | BibTeX | Tags: Cognitive aging, Cognitive functioning, Domain knowledge, Longitudinal change, Normal aging, Rational analysis

Gray, Wayne D

Introduction to Volume 6, Issue 2 of topiCS Journal Article

Topics in Cognitive Science, 6 (2), pp. 197–197, 2014, ISSN: 1756-8765.

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2013

Gray, Wayne D

Human Interactions in Abstract Visual Spaces Conference

Dagstuhl Seminar on Interaction with Information for Visual Reasoning, Schloss Dagstuhl -- Lebniz-Zentrum f"ur Informatik Germany, 2013.

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Proceedings of the 12th International Conference on Cognitive Modeling Proceeding

Carleton University Ottawa, Canada, 2013.

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Neth, Hansj"org; Sims, Chris R; Gray, Wayne D

Rational Task Analysis: Eine Methode zur Erforschung Adaptiver Kognition Conference

Albert-Ludwigs-Universit"at Freiburg, Germany 2013.

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The 35th Annual Meeting of the Cognitive Science Society Inproceedings

Knauff, Markus; Pauen, Michael; Sebanz, Natalie; Wachsmuth, Ipke (Ed.): Proceedings of the 35th Annual Meeting of the Cognitive Science Society, Cognitive Science Society, Austin, TX, 2013.

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Gray, Wayne D

Elements of Extreme Expertise in Cognitive Skill Conference

Talk Presented at the Center for Cognitive Science, Albert-Ludwigs-Universit"at Freiburg, Germany 2013.

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The European ACT-R Workshop Inproceedings

Taatgen, Niels; van Rijn, Hedderik; Borst., Jelmer (Ed.): The European ACT-R Workshop, Rijsuniversiteit Groningen 2013.

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Gray, Wayne D

Elements of Extreme Expertise in Cognitive Skill Conference

Talk Presented at the Naval Submarine Medical Research Laboratory, Groton, CT, 2013.

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Lindstedt, John K; Gray, Wayne D

Extreme expertise: Exploring expert behavior in Tetris Inproceedings

pp. 912-917, 2013.

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Sims, Chris R; Neth, Hansj"org; Jacobs, Robert A; Gray, Wayne D

Melioration as Rational Choice: Sequential Decision Making in Uncertain Environments Journal Article

Psychological Review, 120 (1), pp. 139-154, 2013.

Abstract | BibTeX | Tags: Bayesian modeling, Melioration, Rational analysis, sequential decision making

Veksler, Vladislav Daniel; Gray, Wayne D; Schoelles, Michael J

Goal-proximity decision making Journal Article

Cognitive Science, 37 (4), pp. 605-774, 2013.

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Gray, Wayne D; Schoelles, Michael J

Elements of Extreme Expertise in Cognitive Skill Technical Report

Rensselaer Polytechnic Institute (ONR-N00014-13-1-0252, RPI-A12477), 2013.

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Hope, Ryan M; Gray, Wayne D

Eye movement optimization in visual search Inproceedings

pp. 609-614, 2013.

Abstract | BibTeX | Tags: eye movements, microstrategy, optimization, return saccades, visual search

2012

Gray, Wayne D; Schoelles, Michael J; Hope, Ryan M; Lindstedt, John K

What Games Can Tell Us About the Acquisition and Transfer of Cognitive Skills Conference

ONR Review, Office of Naval Research Arlington, VA, 2012.

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Gray, Wayne D; Schoelles, Michael J

Contributions of Body-Bound & Brain-Bound Resources, and Control Processes to Cognitive Workload Conference

Talk Presented at Arizona State University on 2012-09Sep-18, Office of Naval Research Arlington, VA, 2012.

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Gray, Wayne D; Ralph, Jason

Contributions of Body-Bound & Brain-Bound Resources, and Control Processes to Cognitive Workload Conference

Talk Presented at Technical University of Berlin on 2012-06Jun-13, Technical University of Berlin Berlin, Germany, 2012.

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Gray, Wayne D; Ralph, Jason

Contributions of Body-Bound & Brain-Bound Resources, and Control Processes to Cognitive Workload Conference

Talk Presented at Central European University, Budapest on 2012-05May-07, Central European University Budapest, Hungary, 2012.

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Schoelles, Michael J; Gray, Wayne D

SimPilot: An exploration of modeling a highly interactive task with delayed feedback in a multitasking environment Inproceedings

12th International Conference on Cognitive Modeling, Berlin, Germany, 2012.

Abstract | BibTeX | Tags: delayed feedback, Multitasking; interactive behavior, threaded cognition; cognitive control; task switching

Gray, Wayne D; Kaber, David; Gil, Guk-Ho; Kim, Sang-Hwan; Cao, Shi; Liu, Yili; Gonzalez, Cleotilde; Gunzelmann, Glenn; Gluck, Kevin

Symposium on Human Performance Modeling Inproceedings

12th International Conference on Cognitive Modeling, Berlin, Germany, 2012.

Abstract | BibTeX | Tags: human factors, human performance modeling

Gray, Wayne D; Ralph, Jason

Contributions of Body-Bound & Brain-Bound Resources, and Control Processes to Cognitive Workload Conference

Talk Presented at Max-Planck-Institut f"ur Bildungsforschung on 2012-03Mar-27, Max-Planck-Institut f"ur Bildungsforschung Berlin, Germany, 2012.

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Gray, Wayne D; Ralph, Jason

Contributions of Body-Bound & Brain-Bound Resources, and Control Processes to Cognitive Workload Conference

Talk Presented at University College London on 2012-03Mar-07, University College London London, England, 2012.

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Gray, Wayne D; Lindstedt, John K; Hope, Ryan M; Destefano, Marc

An update on the whys and wherefores of Space Fortress 5 and the mysteries of Tetris Conference

Talk Presented at University College London on 2012-03Mar-06, University College London London, England, 2012.

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Janssen, Christian P; Gray, Wayne D

When, what, and how much to reward in reinforcement learning based models of cognition Journal Article

Cognitive Science, 36 (2), pp. 333-358, 2012.

Abstract | Links | BibTeX | Tags: Reinforcement learning; Choice; Strategy selection; Adaptive behavior; Expected utility; Expected value; Cognitive architecture; Skill acquisition and learning

John, Bonnie E; Patton, Evan W; Gray, Wayne D; Morrison, Donald F

Tools for Predicting the Duration and Variability of Skilled Performance without Skilled Performers Journal Article

Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 56 (1), pp. 985-989, 2012.

Abstract | Links | BibTeX | Tags: {CogTool, SANLab}

Patton, Evan W; Gray, Wayne D; John, Bonnie E

Automated CPM-GOMS Modeling from Human Data Journal Article

Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 56 (1), pp. 1005-1009, 2012.

Abstract | Links | BibTeX | Tags: {CogTool, Log Analyzer}, SANLab

Ralph, Jason; Gray, Wayne D; Schoelles, Michael J

Cognitive workload and the motor component of visual attention Incollection

Miyake, N; Peebles, D; Cooper, R P (Ed.): Proceedings of the 34th Annual Conference of the Cognitive Science Society, pp. 899-904, CSS, Austin, TX, 2012.

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384 entries « 1 of 8 »