User:1447
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Dr. Daniel Polani
Biography
University of Hertfordshire
EUCogII Member ID: 1447
Research website: http://homepages.feis.herts.ac.uk/~comqdp1/
Publications: http://homepages.feis.herts.ac.uk/~comqdp1/publications.html
Research Interests
- Adaptive Systems
- Anticipation
- Artificial Life
- Biologically-inspired Systems
- Cognitive Biology
- Cognitive Robotics
- Developmental Robotics
- Dynamic Systems
- Embodied Cognition
- Information Theory
- Machine Learning
- Modelling
- Motivation and Goals
- Problem Solving
- Reinforcement Learning
- Sensorimotor Dynamics
- Situated Cognition
Publications
- Olsson, L., Nehaniv, C. L., and Polani, D., (2006b). From Unknown Sensors and Actuators to Actions Grounded in Sensorimotor Perceptions. Connection Science, 18(2). Special Issue on Developmental Robotics, Douglas Blank and Lisa Meeden, editors. http://homepages.feis.herts.ac.uk/~comqdp1/publications/files/olssonl_cs.pdf
- Polani, D., Sporns, O., and Lungarella, M., (2007). How Information and Embodiment Shape Intelligent Information Processing. In Lungarella, M., Iida, F., Bongard, J., and Pfeifer, R., editors, Proc. 50th Anniversary Summit of Artificial Intelligence, 99-111. Springer-Verlag: Berlin, Heidelberg, New York.
- Möller, M., and Polani, D., (2008). Common Concepts in Agent Groups, Symmetries and Conformity in a Simple Environment. In Bullock, S., Noble, J., Watson, R., and Bedau, M. A., editors, Artificial Life XI: Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems, Winchester 5-8. Aug., 420-427. MIT Press, Cambridge, MA. http://www.alifexi.org/papers/ALIFExi_pp420-427.pdf, August 2008. http://alifexi.alife.org/papers/ALIFExi_pp420-427.pdf
- Klyubin, A. S., Polani, D., and Nehaniv, C. L., (2008). Keep Your Options Open: An Information-Based Driving Principle for Sensorimotor Systems. PLoS ONE, 3(12):e4018. http://dx.doi.org/10.1371/journal.pone.0004018, Dec 2008. http://dx.doi.org/10.1371/journal.pone.0004018
- van Dijk, S. G., Polani, D., and Nehaniv, C. L., (2009). Hierarchical Behaviours: Getting the Most Bang for your Bit. In Proc. European Conference on Artificial Life 2009, Budapest. Springer. http://homepages.feis.herts.ac.uk/~comqdp1/publications/files/vandijk_ecal09.pdf
