Projects per year
Personal profile
Biography
Dr Gaurav Patil is a Postdoctoral Research Fellow in the School of Psychological Sciences at Macquarie University. His current research is focused on modelling the dynamics of cooperative and competitive human, multiagent task performance by using different computational, dynamical, and deep reinforcement and machine-learning based methods. He is particularly interested in analyzing complex human movement behaviors, developing artificial agents which can model such behaviors, and evaluating the effect of artificial agents on the dynamics of human-agent interactions.
Education/Academic qualification
Mechanical Engineering, Doctor of Philosophy, Uncontrolled manifold based controller for lower-body exoskeletons supporting sit-to-stand transitions, University of Cincinnati
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Collaborations and top research areas from the last five years
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Projects
- 1 Finished
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(WSU led): Predicting Movement Alignment and Back-Channeling in Conversational Dyads using Large Language Model (LLM) Embeddings
Varlet, M. (Chief Investigator), Richardson, M. (Primary Chief Investigator), Carlile, S. (Chief Investigator) & Patil, G. (Chief Investigator)
23/03/25 → 31/12/25
Project: Research
Research Outputs
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Guiding solution insight with human-compatible virtual agents
Nalepka, P., Sabanayagam, M., Joshi, S., O’Connor, F., Parada, M., Alhasan, A., Patil, G., Kallen, R. W. & Richardson, M. J., 2 Oct 2025, (Submitted) 73 p. (PsyArXiv).Research output: Working paper › Preprint
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Human-inspired strategies for controlling swarm systems
Nalepka, P., Patil, G., Kallen, R. W. & Richardson, M. J., 30 Jan 2025, In: Philosophical Transactions of the Royal Society A. 383, 2289, p. 1-14 14 p., 20240147.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)64 Downloads (Pure) -
When words fall short: the case for conversational interfaces that don’t listen
Simpson, J., Stening, H., Patil, G., Nalepka, P., Dras, M., Kallen, R. W., Hosking, S. G., Richardson, M. J. & Richards, D., 12 Oct 2025, ICMI '25: proceedings of the 27th International Conference on Multimodal Interaction. Subramanian, R., Nakano, Y. I., Gedeon, T., Kankanhalli, M., Guha, T., Shukla, J., Mohammadi, G. & Celiktutan, O. (eds.). New York, New York: Association for Computing Machinery (ACM), p. 550-560 11 p. (ICMI 2025 - Proceedings of the 27th International Conference on Multimodal Interaction).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
Open AccessFile1 Downloads (Pure) -
Modelling human navigation and decision dynamics in a first-person herding task
bin Kamruddin, A., Sandison, H., Patil, G., Musolesi, M., di Bernardo, M. & Richardson, M. J., Oct 2024, In: Royal Society Open Science. 11, 10, p. 1-21 21 p., 231919.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)36 Downloads (Pure) -
Action decision congruence between human and deep reinforcement learning agents during a coordinated action task
Patil, G., Bagala, P., Nalepka, P., Richardson, M. & Kallen, R. W., 2023, Proceedings of the 45th Annual Conference of the Cognitive Science Society. Goldwater, M., Anggoro, F. K., Hayes, B. K. & Ong, D. C. (eds.). Seattle, WA: Cognitive Science Society, p. 3724 1 p. (Annual Conference of the Cognitive Science Society; vol. 45).Research output: Chapter in Book/Report/Conference proceeding › Conference abstract › peer-review
Open AccessFile76 Downloads (Pure)
Activities
- 11 Presentation
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Transgender virtual embodiment and contact influence empathy, affiliation, and heteronormativity.
Crone, C. (Speaker), Patil, G. (Speaker), Richardson, M. (Speaker) & Kallen, R. (Speaker)
2024Activity: Talk or presentation › Presentation
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Harnessing AI: The future of efficient and effective Defence Training.
Richardson, M. (Speaker), Dras, M. (Speaker), Kallen, R. (Speaker), Nalepka, P. (Speaker) & Patil, G. (Speaker)
2023Activity: Talk or presentation › Presentation
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Immersive virtual reality for intergroup contact and perspective taking: Applications to gender diverse identities and embodied interactions.
Crone, C. (Speaker), Chamberlin, G. (Speaker), Aspinall, K. (Speaker), Patil, G. (Speaker) & Kallen, R. (Speaker)
2023Activity: Talk or presentation › Presentation
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Realistic dialogue and task-effective action for synthetic teammates
Nalepka, P. (Speaker), Simpson, J. (Speaker), Stening, H. (Speaker), Crone, C. (Speaker), Bin Kamruddin, A. (Speaker), Patil, G. (Speaker), Kallen, R. (Speaker), Dras, M. (Speaker) & Richardson, M. (Speaker)
2023Activity: Talk or presentation › Presentation
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Exploring the Proteus effect for genderdiverse avatar identities in social virtual reality: An avatar customisation and postural dynamics study.
Kurbanova, P. (Speaker), Laing, J. (Speaker), Patil, G. (Speaker), Kallen, R. (Speaker) & Crone, C. (Speaker)
2023Activity: Talk or presentation › Presentation