• 48 Citations
  • 4 h-Index
20152023

Research output per year

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Personal profile

Biography

Dr. Patrick Nalepka received his PhD in Experimental Psychology from the University of Cincinnati within the Center for Cognition, Action and Perception. During graduate study, Dr. Nalepka's research focused on investigating the perceptual-motor processes that underlie the emergence of stable coordinative patterns in complex and dynamic multiagent task contexts, as well as the role constraints play in how such patterns materialize. Since joining Macquarie, his focus has been on investigating the effects embodied artificial-agents (e.g., virtual avatars, robots) have in mixed human-artificial agent teams for coordination, and how such artificial systems should be used to enhance human skill acquisition in perceptual-motor tasks undergoing continual perturbations. Dr. Nalepka's research utilizes nonlinear time-series analyses, dynamical modeling, reinforcement and machine learning, and virtual reality technology.

Research interests

Multiagent Interaction; Coordination Dynamics; Ecological Psychology; Human-Machine Interaction; Complex Adaptive Systems

Research engagement

International Research Collaborators

University of Cincinnati
Cincinnati Children's Hospital Medical Center

Teaching

(2016) Sensation & Perception (University of Cincinnati, Instructor)

Community engagement

Media Mentions of Research

(2016) Research on goal-directed multiagent "shepherding" referenced on the Brain Science podcast, Ep. 123

(2015) Research referenced on WCPO Cincinnati titled “Checkups: Concussions, teens and cars – when is it safe to drive again?"

(2015) Research referenced on WCPO Cincinnati titled “Studying effects of concussions on teen drivers.”

Education/Academic qualification

Psychology, PhD, University of Cincinnati

27 Aug 201331 Jan 2018

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Projects

Research Outputs

  • 48 Citations
  • 4 h-Index
  • 7 Article
  • 6 Conference proceeding contribution

Herd those sheep: emergent multiagent coordination and behavioral-mode switching

Nalepka, P., Kallen, R. W., Chemero, A., Saltzman, E. & Richardson, M. J., 1 May 2017, In : Psychological Science. 28, 5, p. 630-650 21 p.

Research output: Contribution to journalArticle

  • 14 Citations (Scopus)

    A hierarchical behavioral dynamic approach for naturally adaptive human-agent pick-and-place interactions

    Lamb, M., Nalepka, P., Kallen, R. W., Lorenz, T., Harrison, S. J., Minai, A. A. & Richardson, M. J., 2019, In : Complexity. 2019, p. 1-16 16 p., 5964632.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 5 Downloads (Pure)

    Human social motor solutions for human-machine interaction in dynamical task contexts

    Nalepka, P., Lamb, M., Kallen, R. W., Shockley, K., Chemero, A., Saltzman, E. & Richardson, M. J., 22 Jan 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 4, p. 1437-1446 10 p.

    Research output: Contribution to journalArticle

  • 4 Citations (Scopus)

    Practical applications of multiagent shepherding for human-machine interaction

    Nalepka, P., Kallen, R. W., Chemero, A., Saltzman, E. & Richardson, M. J., 2019, Advances in practical applications of survivable agents and multi-agent systems: The PAAMS Collection - 17th International Conference, PAAMS 2019, Proceedings. Demazeau, Y., Matson, E., Corchado, J. M. & De la Prieta, F. (eds.). Switzerland: Springer, Springer Nature, p. 168-179 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11523 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

  • Variable and intermittent grip force control in response to differing load force dynamics

    Grover, F. M., Nalepka, P., Silva, P. L., Lorenz, T. & Riley, M. A., Mar 2019, In : Experimental Brain Research. 237, 3, p. 687–703 17 p.

    Research output: Contribution to journalArticle

  • 4 Citations (Scopus)