Risto P Miikkulainen
Professor
"Department of Computer Science "
University of Texas at Austin
United States of America
Biography
"Dr. Miikkulainen's research focuses on biologically-inspired computation such as neural networks and evolutionary computation. On the one hand, the goal is to better understand biological information processing, and on the other, to develop more intelligent artificial systems that learn and adapt by observing and interacting with the environment. The three main focus areas are: (1) Cognitive Science, i.e. models of natural language processing, concept learning, and schema-based vision; (2) Computational Neuroscience, i.e. episodic memory and development, plasticity, and function of the visual cortex; (3) Neuroevolution, i.e. evolving neural networks with genetic algorithms for sequential decision tasks such as robotics, games, and artificial life."
Research Interest
Artificial Intelligence, Data Mining, Machine Learning, Natural Computation
Publications
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Miikkulainen R (2009) Evolving Neural Networks for Strategic Decision-Making Problems. Neural Networks 22: 326-337.
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Miikkulainen R (2011) Using Computational Patients to Evaluate Illness Mechanisms in Schizophrenia. Biological Psychiatry 69: 997-1005.