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Conference contribution
2019

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/Report/Conference proceedingConference contribution

Deep Reinforcement Learning for Fairness in Distributed Robotic Multi-type Resource Allocation

Zhu, Q. & Oh, J. C., Jan 15 2019, Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018. Wani, M. A., Sayed-Mouchaweh, M., Lughofer, E., Gama, J. & Kantardzic, M. (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/Report/Conference proceedingConference contribution

1 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/Report/Conference proceedingConference contribution

2018

Energy-conserving risk-aware data collection using ensemble navigation network

Xing, Z. & Oh, J. C., Jan 1 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Springer Verlag, p. 613-625 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

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

1 Scopus citations

Online learning for patrolling robots against active adversarial attackers

Rahman, M. & Oh, J. C., Jan 1 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Springer Verlag, p. 477-488 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

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

Optimziation methods for beacon based foraging algorithms

Sanford, C. & Oh, J. C., Jan 1 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Springer Verlag, p. 22-33 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

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

Simultaneous exploration and harvesting in multi-robot foraging

Jiao, Z. & Oh, J. C., Jan 1 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Proceedings. Springer Verlag, p. 496-502 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10868 LNAI).

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

1 Scopus citations
2017

Learning fairness under constraints: A decentralized resource allocation game

Zhu, Q. & Oh, J. C., Jan 31 2017, Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016. Institute of Electrical and Electronics Engineers Inc., p. 214-221 8 p. 7838147

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

4 Scopus citations
2016

Equality or efficiency: A game of distributed multi-type fair resource allocation on computational agents

Zhu, Q. & Oh, J. C., Feb 2 2016, Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 139-142 4 p. 7397350

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

3 Scopus citations

Heuristics on the data-collecting robot problem with immediate rewards

Xing, Z. & Oh, J. C., 2016, Princiles and Practice of Multi-Agent Systems - 19th International Conference, PRIMA 2016, Proceedings. Springer Verlag, Vol. 9862. p. 131-148 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9862).

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

1 Scopus citations

Parallel and synchronized UCB2 for online recommendation systems

Rahman, M. & Oh, J. C., Feb 2 2016, Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 413-416 4 p. 7396840

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

1 Scopus citations

Rare event-prediction with a hybrid algorithm under power-law assumption

Jung, M. & Oh, J. C., 2016, Trends in Applied Knowledge-Based Systems and Data Science - 29th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016, Proceedings. Springer Verlag, Vol. 9799. p. 43-55 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9799).

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

2015

An approach to dominant resource fairness in distributed environment

Zhu, Q. & Oh, J. C., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9101. p. 141-150 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9101).

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

8 Scopus citations

Convergence of true cooperations in Bayesian reputation game

Lee, J. & Oh, J. C., Jan 15 2015, Proceedings - 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2014. Institute of Electrical and Electronics Engineers Inc., p. 487-494 8 p. 7011286. (Proceedings - 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2014).

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

6 Scopus citations

Fast online learning to recommend a diverse set from big data

Rahman, M. & Oh, J. C., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9101. p. 361-370 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9101).

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

3 Scopus citations

Multiobjective optimization for the stochastic physical search problem

Hudack, J., Gemelli, N., Brown, D., Loscalzo, S. & Oh, J. C., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9101. p. 212-221 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9101).

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

3 Scopus citations

Using coalitions with stochastic search to solve distributed constraint optimization problems

Gemelli, N., Hudack, J., Loscalzo, S. & Oh, J. C., 2015, ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings. SciTePress, Vol. 2. p. 443-450 8 p.

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

1 Scopus citations
2014

Estimating the degrees of neighboring nodes in online social networks

Lee, J. & Oh, J. C., Jan 1 2014, PRIMA 2014: Principles and Practice of Multi-Agent Systems - 17th International Conference, Proceedings. Xu, Y., Pitt, J., Dam, H. K., Governatori, G. & Ito, T. (eds.). Springer Verlag, p. 42-56 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8861).

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

4 Scopus citations

Modeling self-interested information diffusion with game theory on graphs

Hudack, J., Gemelli, N. & Oh, J., Jan 1 2014, ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence. SciTePress, p. 215-222 8 p. (ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence; vol. 2).

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

1 Scopus citations
2013

A model for recursive propagations of reputations in social networks

Lee, J. Y. & Oh, J. C., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 666-670 5 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

14 Scopus citations

Evolution of cooperation in packet forwarding with the Random Waypoint model

Hudack, J., Gemelli, N. & Oh, J., May 27 2013, ICAART 2013 - Proceedings of the 5th International Conference on Agents and Artificial Intelligence. p. 58-66 9 p. (ICAART 2013 - Proceedings of the 5th International Conference on Agents and Artificial Intelligence; vol. 1).

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

Virtual structure reduction for distributed constraint problem solving

Gemelli, N., Hudack, J. & Oh, J. C., Jan 1 2013, Late-Breaking Developments in the Field of Artificial Intelligence - Papers Presented at the 27th AAAI Conference on Artificial Intelligence, Technical Report. AI Access Foundation, p. 32-34 3 p. (AAAI Workshop - Technical Report; vol. WS-13-17).

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

Virtual structure reduction on distributed k-coloring problems

Gemelli, N., Hudack, J. & Oh, J. C., Jan 1 2013, Proceedings - 2013 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2013. IEEE Computer Society, p. 46-52 7 p. 6690769. (Proceedings - 2013 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2013; vol. 2).

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

1 Scopus citations
2012

Adopting a risk-aware utility model for repeated games of chance

Gemelli, N., Hudack, J. & Oh, J., 2012, STAIRS 2012 - Proceedings of the Sixth Starting AI Researchers' Symposium. IOS Press, p. 113-124 12 p. (Frontiers in Artificial Intelligence and Applications; vol. 241).

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

A game theoretic framework for community detection

McSweeney, P. J., Mehrotra, K. & Oh, J. C., Dec 1 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 227-234 8 p. 6425758. (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012).

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

16 Scopus citations

An open co-op model for global enterprise technology education: Integrating the internship and course work

Saltz, J. & Oh, J., 2012, SIGCSE'12 - Proceedings of the 43rd ACM Technical Symposium on Computer Science Education. p. 117-122 6 p. (SIGCSE'12 - Proceedings of the 43rd ACM Technical Symposium on Computer Science Education).

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

1 Scopus citations
2011

Automatic reputation computation through document analysis: A social network approach

Lee, J. Y., Duan, Y., Oh, J. C., Du, W., Blair, H., Wang, L. & Jin, X., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 559-560 2 p. 5992663. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

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

7 Scopus citations

SWARM-eTOSSIM: A simulator for distributed energy-constrained tiny devices

Jung, M. & Oh, J. C., May 12 2011, Proceedings - 2011 10th International Symposium on Autonomous Decentralized Systems, ISADS 2011. p. 17-24 8 p. 5741291. (Proceedings - 2011 10th International Symposium on Autonomous Decentralized Systems, ISADS 2011).

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

1 Scopus citations
2010

Evolving artistic styles through visual dialogues

Oh, J. C. & Zajec, E., May 21 2010, Applications of Evolutionary Computation - EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Proceedings. PART 2 ed. p. 261-270 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6025 LNCS, no. PART 2).

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

1 Scopus citations
2009

A new community detection algorithm based on makov-chains and a team formation model

McSweeney, P. J., Mehrotra, K. & Oh, J. C., Oct 15 2009, Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009. p. 371-372 2 p. (Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009).

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

New entropy model for extraction of structural information from XCS population

Park, W. K. & Oh, J. C., Dec 31 2009, Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009. p. 1283-1290 8 p. (Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009).

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

2 Scopus citations
2007

Thermal faults modeling using a RC model with an application to web farms

Ferreira, A. P., Mossé, D. & Oh, J. C., Oct 23 2007, Proceedings - 19th Euromicro Conference on Real-Time Systems, ECRTS 2007. p. 113-122 10 p. 4271686. (Proceedings - Euromicro Conference on Real-Time Systems).

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

27 Scopus citations

Toward open-set text-independent speaker identification in tactical communications

Wolf, M. B., Park, W. K., Oh, J. C. & Blowers, M. K., Sep 25 2007, Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, CISDA 2007. p. 7-14 8 p. 4219076. (Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, CISDA 2007).

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

3 Scopus citations
2006

An open-set speaker identification system using genetic learning classifier system

Park, W. K., Blowers, M. K., Oh, J. C. & Wolf, M. B., Oct 30 2006, GECCO 2006 - Genetic and Evolutionary Computation Conference. p. 1597-1598 2 p. (GECCO 2006 - Genetic and Evolutionary Computation Conference; vol. 2).

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

2 Scopus citations

Environment organization of roles using polymorphism

Messie, D. & Oh, J. C., Jul 3 2006, Environments for Multi-Agent Systems II - Second International Workshop, E4MAS 2005, Selected Revised and Invited Papers. p. 251-269 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3830 LNAI).

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

Evolutionary algorithms and multi-agent systems

Oh, J. C., Sep 14 2006, Modeling and Simulation for Military Applications. 62280P. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6228).

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

3 Scopus citations

Open-set speaker identification with classifier systems

Oh, J. C. & Blowers, M., Sep 14 2006, Modeling and Simulation for Military Applications. 62280Y. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6228).

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

2005

A rationality-based modeling for coalition support

Oh, J. C., Gemelli, N. & Wright, R., Dec 9 2005, Proceedings - HIS'04: 4th International Conference on Hybrid Intelligent Systems. Ishikawa, M., Hashimoto, S., Paprzycki, M., Barakova, E., Yoshida, K., Koppen, M., Corne, D. M. & Abraham, A. (eds.). p. 172-177 6 p. (Proceedings - HIS'04: 4th International Conference on Hybrid Intelligent Systems).

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

1 Scopus citations

Cooperative game theory within multi-agent systems for systems scheduling

Messie, D. & Oh, J. C., Dec 9 2005, Proceedings - HIS'04: 4th International Conference on Hybrid Intelligent Systems. Ishikawa, M., Hashimoto, S., Paprzycki, M., Barakova, E., Yoshida, K., Koppen, M., Corne, D. M. & Abraham, A. (eds.). p. 166-171 6 p. (Proceedings - HIS'04: 4th International Conference on Hybrid Intelligent Systems).

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

3 Scopus citations

Prototype of fault adaptive embedded software for large-scale real-time systems

Messie, D., Jung, M., Oh, J. C., Shetty, S., Nordstrom, S. & Haney, M., Dec 9 2005, Proceedings - 12th IEEE International Conference and Workshops on the Engineering of Computer-Based Systems, ECS 2005. Rozenblit, J., O'Neill, T. & Peng, J. (eds.). p. 498-505 8 p. (Proceedings - 12th IEEE International Conference and Workshops on the Engineering of Computer-Based Systems, ECS 2005).

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

5 Scopus citations

SWARMs of self-organizing polymorphic agents

Messie, D. & Oh, J. C., Dec 1 2005, Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems. p. 469-474 6 p. 1587791. (Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems; vol. 2005).

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

The RTES project - BTeV, and beyond

Haney, M. J., Ahuja, S., Bapty, T., Cheung, H., Kalbarczyk, Z., Khanna, A., Kowalkowski, J., Messie, D., Mossé, D., Neema, S., Nordstrom, S., Oh, J., Sheldon, P., Shetty, S., Volper, D., Wang, L. & Yao, D., Dec 1 2005, 2005 14TH IEEE-NPSS Real Time Conference. p. 143-146 4 p. 1547464. (2005 14TH IEEE-NPSS Real Time Conference; vol. 2005).

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

2 Scopus citations
2004

Design of rationality-based computing middleware: A preliminary study

Oh, J. C. & Volper, D. E., Sep 13 2004, Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004. p. 839-846 8 p. (Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004; vol. 1).

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

2003

Design of Very Lightweight Agents for reactive embedded systems

Oh, J. C., Tamhankar, M. S. & Mossé, D., Jan 1 2003, Proceedings - 10th IEEE International Conference and Workshop on the Engineering of Computer-Based Systems, ECBS 2003. Institute of Electrical and Electronics Engineers Inc., p. 149-158 10 p. 1194794. (Proceedings - 10th IEEE International Conference and Workshop on the Engineering of Computer-Based Systems, ECBS 2003).

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

13 Scopus citations
2002

Synthetic Pheromones for Avoiding Social Dilemmas

Thomas, M. H. & Oh, J. C., Dec 1 2002, Proceedings of the 6th Joint Conference on Information Sciences, JCIS 2002. Caulfield, J. H., Chen, S. H., Cheng, H. D., Duro, R., Caufield, J. H., Chen, S. H., Cheng, H. D., Duro, R. & Honavar, V. (eds.). p. 655-658 4 p. (Proceedings of the Joint Conference on Information Sciences; vol. 6).

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

2000

Promoting Cooperation using "Kin" Biased Conditional Strategy in the Iterated Prisoner's Dilemma Game

Oh, J. C., Dec 1 2000, Proceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1. Wang, P. P. & Wang, P. P. (eds.). 1 ed. p. 1044-1047 4 p. (Proceedings of the Joint Conference on Information Sciences; vol. 5, no. 1).

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

4 Scopus citations
1999

Teaching real time OSs with DORITOS

Oh, J. C. & Mossé, D., Mar 24 1999, SIGCSE 1999 - Proceedings of the 13th SIGCSE Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 68-72 5 p.

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

1998

DORITOS (Distributed Object-based Real-time InsTructional Operating System): A complete package for teaching principles and practices of real-time operating system

Oh, J. C. & Mosse, D., 1998, Proceedings - Frontiers in Education Conference. IEEE Computer Society, Vol. 1. p. 313 1 p.

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

1991

Improved learning in genetic rule-based classifier systems

McAulay, A. D. & Oh, J. C., 1991, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. IEEE Computer Society, Vol. 2. p. 1393-1398 6 p.

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

1 Scopus citations

Inductive character learning and classification with generic algorithms

McAulay, A. D. & Oh, J. C., Dec 1 1991, IEEE International Conference on Systems Engineering. IEEE Computer Society, p. 363-366 4 p. (IEEE International Conference on Systems Engineering).

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

1 Scopus citations