Calculated based on number of publications stored in Pure and citations from Scopus
1989 …2020

Research activity per year

Personal profile

Research interests

I am interested in studying interaction dynamics among multiple entities in networked and non-networked environments, resource allocation and management in distributed environments, dialogical artificial intelligence, and studies on visual dialogues and visual art.

Education

Kyungpook National University, B.S Engineering (Computer Science Focus)

Wright State University, M.S. Computer Engineering, Thesis: Improved Classier System Using Genetic Algorithms Applied to Image Learning

University of Pittsburgh, PhD Computer Science, Dissertation: Eects of the kinship bias on cooperation in multi-agent environments: Studies on theoretical models and the Internet Access Problem

Research Interests

  • Game Theory
  • Multi-agent Systems
  • Quantum Game Theory
  • Artificial Intelligence
  • Social Network Analysis
  • Realtime Systems
  • Swarm Robotics

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Collaborations and top research areas from the last five years

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  • A real-time actor-critic architecture for continuous control

    Jiao, Z. & Oh, J., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 545-556 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).

    Research output: Chapter in Book/Entry/PoemConference contribution

  • Consensus-based protocol for distributed exploration and mapping

    Jiao, Z. & Oh, J., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 533-544 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).

    Research output: Chapter in Book/Entry/PoemConference contribution

  • Asynchronous multitask reinforcement learning with dropout for continuous control

    Jiao, Z. & Oh, J., Dec 2019, Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019. Wani, M. A., Khoshgoftaar, T. M., Wang, D., Wang, H. & Seliya, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 529-534 6 p. 8999228. (Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019).

    Research output: Chapter in Book/Entry/PoemConference contribution

    4 Scopus citations
  • End-to-end reinforcement learning for multi-agent continuous control

    Jiao, Z. & Oh, J., Dec 2019, Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019. Wani, M. A., Khoshgoftaar, T. M., Wang, D., Wang, H. & Seliya, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 535-540 6 p. 8999172. (Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019).

    Research output: Chapter in Book/Entry/PoemConference contribution

    6 Scopus citations
  • Deep Reinforcement Learning for Fairness in Distributed Robotic Multi-type Resource Allocation

    Zhu, Q. & Oh, J., Jul 2 2018, Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018. Wani, M. A., Kantardzic, M., Sayed-Mouchaweh, M., Gama, J. & Lughofer, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 460-466 7 p. 8614100. (Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018).

    Research output: Chapter in Book/Entry/PoemConference contribution

    5 Scopus citations