Publications
Submitted
(pdf) R.J. Meuth, J. Seiffertt, P. Robinette, D. Wunsch, "Gram-ART: Variable Length Representation with Non-Parametric Probabilistic Templates and Complex Cluster Geometry," IEEE Transactions on Neural Networks
2010
(pdf) R. Meuth, E. Saad, D. Wunsch, and J. Vian, "Memetic Mission Management [Application Notes]," Computational Intelligence Magazine, IEEE, vol. 5, pp. 32-40, 2010.
(pdf) R. Meuth, "Meta-Learning Genetic Programming," in Genetic and Evolutionary Computation Conference (GECCO'10) Portland, OR, 2010.
2009
(pdf) R. J. Meuth, "Meta-Learning Computational Intelligence Architectures," Ph.D. Dissertation, Computer Engineering, Missouri University of Science and Technology, 2009.
(pdf) R. J. Meuth, E. W. Saad, D. C. Wunsch, and J. Vian, "Adaptive task allocation for search area coverage," in Technologies for Practical Robot Applications, 2009. TePRA 2009. IEEE International Conference on, 2009, pp. 67-74.
(pdf) R. J. Meuth, "Gram-ART: Variable Length Representation with non-parametric probabilistic templates and complex cluster geometry.," in Thirteenth International Conference on Cognitive and Neural Systems Boston, MA, 2009.
(pdf) P. Robinette, R. J. Meuth, J. Seiffertt, R. Dolan, and D. Wunsch, "Adaptive Resonance Theory Applied to Project Team Selection," in Thirteenth International Conference on Cognitive and Neural Systems Boston, MA, 2009.
(wmv) R. J. Meuth. Guest Lecture, CpE 401 - Computational Intelligence and Game Theory. "Adaptive Resonance Theory (ART) and Gram-ART," February, 27, 2009.
(pdf) P. Robinette, J. Seiffertt, R. J. Meuth, R. Dolan, D. Wunsch, “An Agent-Based Computational Model of a Self-Organizing Project Management Paradigm for Research Teams,” 2009 International Joint Conference on Neural Networks.
(pdf) P. Robinette, R. J. Meuth, R. Dolan, D. Wunsch, “LabRatTM: Miniature Robot for Students, Researchers, and Hobbyists,” 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2009).
(pdf) R. J. Meuth, P. Robinette, "Introducing Robots", 2009 American Society of Engineering Education Annual Conference.
(pdf) R. J. Meuth, M.H. Lim, Y.S. Ong, D. Wunsch, "A Proposition on Memes and Meta-Memes in Computing for Higher-Order Learning," Journal of Memetic Computing, Springer.
2008
(pdf) R. J. Meuth and D. C. Wunsch, II, "Divide and Conquer Evolutionary Tsp Solution for Vehicle Path Planning," in Congress on Evolutionary Computation (WCCI'08), 2008.
(pdf) R. J. Meuth, P. Robinette, and D. C. Wunsch, II, "Modeling Environmental Uncertainty in Ground Robot Navigation," in AUVSI Unmanned Systems North America 2008 Conference, 2008.
(pdf) R. J. Meuth, P. Robinette, and D. C. Wunsch, II, "Computational Intelligence Meets the Netflix Prize," in International Joint Conference on Neural Networks (WCCI'08), 2008.
(ppt, abstract: pdf) R. J. Meuth, "Information Processing in Adaptive Cellular Automata," in Twelfth International Conference on Cognitive and Neural Systems Boston, MA, 2008.
2007
(ppt) Tae-Hyung Kim, R. J. Meuth, P. Robinette, and D. C. Wunsch, "GPU Go: Accelerating Monte-Carlo UCT," UMR Intelligent Systems Center Poster Presentation, 2007.
(pdf) R. J. Meuth and D. C. Wunsch, "Approximate Dynamic Programming and Neural Networks on Game Hardware," in Neural Networks, 2007. IJCNN 2007. International Joint Conference on, 2007, pp. 852-856.
(pdf) R. J. Meuth and D. C. Wunsch, "Neural Computation on Game Hardware," in International Symposium on Intelligent Control, Singapore, 2007.
(pdf) R. J. Meuth, "Adaptive Multi-Vehicle Mission Planning for Search Area Coverage," Master's Thesis: Missouri University of Science and Technology, 2007.
(pdf) R. J. Meuth, "GPUs surpass computers at repetitive calculations," Potentials, IEEE, vol. 26, pp. 12-23, 2007.
2006
(pdf) "A Faculty Usability Survey of the UMR Blackboard Learning System," Human Factors Semester Project, Fall 2006.
(pdf) "A Monocular Navigation System for a Mobile Robot," Machine Vision Semester Project, Fall 2006.
(pdf) "Heuristic Dynamic Programming Applied to a Transportation Resource Allocation Problem," Adaptive Critic Designs, Spring 2006.
2005
(pdf) "Speculation on Neuron Functionality and Influence on Cognition," Cognitive Psychology Thought Paper, Fall 2005.
(pdf) "MightyMouse: Optimization of Two-task Autonomous Mobile Robot Behavior Using PSO-Trained Neural Networks," Computational Intelligence Semester Project, Fall 2005.
(pdf) "Mutation Operator Evolution for EA-Based Neural Networks," Evolutionary Algorithms Semester Project, Fall 2005.
(pdf) "A Survey of Reinforcement Learning Methods in the Windy and Cliff-Walking Gridworlds," Reinforcement Learning Semester Project, Fall 2005.
(pdf) "A Comparison of Policy Iteration and Value Iteration Algorithms Applied to the Solution of Infinite Horizon Markov Decision Processes," Markov Decision Processes Class Project, Spring 2005.
(pdf) "On-Policy Monte Carlo Control of a Race Track Simulator," Markov Decision Processes Class Project, Spring 2005.
(pdf) "I-Beam Security Robot," Computer Engineering Senior Project and Windows Embedded Student Challenge, Spring 2005.
2004
(pdf) "Natural Language Processing First Stage," Introduction to Neural Networks Semester Project, Spring 2004.