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  self-organizing

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by Marc Toussaint
http://www.marc-toussaint.net/publications/toussaint-04-nips.ps.gz
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Abstract:

a world model and planning with a

Citations

2062 The Self-Organizing Map – Kohonen - 1990
396 Reinforcement Learning – Sutton, Barto - 1998
199 A growing neural gas network learns topologies – Fritzke - 1995
196 Forward Models: Supervised Learning with a Distal Teacher – Jordan, Rumelhart - 1992
177 Fuzzy ARTMAP: A Neural Network Architecture for Incremental Learning of Analog Multidimensional Maps – Carpenter, Grossberg, et al. - 1992
136 Dynamics of pattern formation in lateralinhibition type neural fields – Amari - 1977
88 Schemata and sequential thought processes in PDP models – Rumelhart, Smolensky, et al. - 1986
86 Theoretical Neuroscience – Dayan, Abbott - 2001
45 Robust world-modeling and navigation in a real world – Zimmer - 1996
31 A self-organizing representation of sensor space for mobile robot navigation – Krose, Eecen - 1994
28 Exploration of multi-state environments: Local measures and back-propagation of uncertainty – Meuleau, Bourgine - 1999
26 The emulation theory of representation: motor control, imagery, and perception – Grush - 2004
18 Conscious thought as simulation of behaviour and perception – Hesslow - 2002
18 In search of common foundations for cortical computation – Phillips, Singer - 1997
16 GTM through time – Bishop, Hinton, et al. - 1997
15 Adaptive confidence and adaptive curiosity – Schmidhuber - 1991
11 der Malsburg, Self-organization of orientation-sensitive cells in the striate cortex, Kybernetik 15 – von - 1973
8 The time-organized map algorithm: Extending the self-organizing map to spatiotemporal signals – Wiemer - 2003
5 Realistic synaptic inputs for network models – Abbott - 1991
3 Comparing model-free and model-based reinforcement learning – Majors, Richards - 1997