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Sharon, Guni individual record
Assistant Professor
overview

I am a researcher with a strong theoretical basis in artificial intelligence. Specifically, reinforcement learning, combinatorial search, multiagent route assignment, game theory, flow and convex optimization, and multiagent modeling and simulation. I gained vast knowledge and experience in utilizing my theoretical foundations towards traffic management and traffic optimization application. Nonetheless, I view myself as part of the AI community where my work is highly cited. I strive to further the impact of my applicable expertise for solving real-life problems while simultaneously continuing to make theoretical advances that justify the proposed solutions.

education and training
selected publications
Academic Articles6
  • Jiang, Y., Yedidsion, H., Zhang, S., Sharon, G., & Stone, P. (2019). Multi-robot planning with conflicts and synergies. Autonomous Robots. 43(8), 2011-2032.
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  • Holte, R. C., Felner, A., Sharon, G., Sturtevant, N. R., & Chen, J. (2017). MM: A bidirectional search algorithm that is guaranteed to meet in the middle. ARTIFICIAL INTELLIGENCE. 252, 232-266.
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  • Sharon, G., Levin, M. W., Hanna, J. P., Rambha, T., Boyles, S. D., & Stone, P. (2017). Network-wide adaptive tolling for connected and automated vehicles. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES. 84, 142-157.
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  • Sharon, G., Stern, R., Felner, A., & Sturtevant, N. R. (2015). Conflict-based search for optimal multi-agent pathfinding. ARTIFICIAL INTELLIGENCE. 219, 40-66.
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  • Goldenberg, M., Felner, A., Stern, R., Sharon, G., Sturtevant, N., Holte, R. C., & Schaeffer, J. (2014). Enhanced partial expansion A*. Journal of Artificial Intelligence Research. 50, 141-187.
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Chapters3
  • Levin, M., Sharon, G., Boyles, S., Albert, M., Hanna, J., Stone, P., ... Kockelman, K. (2018). Application of Traffic Models. Kockelman, K., & Boyles, S. (Eds.), Smart Transport for Cities and Nations The Rise of Self-Driving and Connected Vehicles. (pp. 11-1-11-11). UT Austin.
  • Levin, M., Sharon, G., Boyles, S., Albert, M., Hanna, J., Stone, P., ... Li, T. (2018). Implementation of Dynamic Micro-Tolling. Kockelman, K., & Boyles, S. (Eds.), Smart Transport for Cities and Nations The Rise of Self-Driving and Connected Vehicles. (pp. 12-1-12-10). UT Austin.
  • Levin, M., Sharon, G., Boyles, S., Albert, M., Hanna, J., Stone, P., ... Kockelman, K. (2018). Traffic Models for Automated Vehicles. Kockelman, K., & Boyles, S. (Eds.), Smart Transport for Cities and Nations The Rise of Self-Driving and Connected Vehicles. (pp. 9-1-9-53). UT Austin.
Conference Papers36
  • Sharon, G., Boyles, S. D., Alkoby, S., Stone, P., & Machinery, A. C. (2019). Marginal Cost Pricing with a Fixed Error Factor in Traffic Networks. 1539-1546.
  • Hanna, J. P., Sharon, G., Boyles, S. D., Stone, P., & AAAI, .. (2019). Selecting Compliant Agents for Opt-in Micro-Tolling. 565-572.
  • Chen, H., An, B., Sharon, G., Hanna, J. P., Stone, P., Miao, C., & Soh, Y. C. (2018). DyeTC: Dynamic electronic toll collection for traffic congestion alleviation. 757-765.
  • Mirzaei, H., Sharon, G., Boyles, S., Givargis, T., Stone, P., & IEEE, .. (2018). Enhanced Delta-tolling: Traffic Optimization via Policy Gradient Reinforcement Learning. 2011 14TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC). 2018-November, 47-52.
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  • Mirzaei, H., Sharon, G., Boyles, S., Givargis, T., & Stone, P. (2018). Link-based parameterized micro-tolling scheme for optimal traffic management. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 3, 2013-2015.
Email
guni@tamu.edu
First Name
Guni
Last Name
Sharon