553 search results - page 41 / 111 » A General Theory of Additive State Space Abstractions |
193
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AGI
2011
14 years 9 months ago
2011
What set of concepts and formalizations might one use to make a practically useful, theoretically rigorous theory of generally intelligent systems? We present a novel perspective m...
163
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CDC
2010
IEEE
15 years 20 days ago
2010
IEEE
Abstract-- We consider reinforcement learning, and in particular, the Q-learning algorithm in large state and action spaces. In order to cope with the size of the spaces, a functio...
161
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IROS
2009
IEEE
16 years 12 days ago
2009
IEEE
Abstract— Previous work [1] shows that the movement representation in task spaces offers many advantages for learning object-related and goal-directed movement tasks through imit...
149
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IWANN
2009
Springer
15 years 10 months ago
2009
Springer
We propose a general method for estimating the distance between a compact subspace K of the space L1 ([0, 1]s ) of Lebesgue measurable functions defined on the hypercube [0, 1]s ,...
172
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TEC
2008
15 years 5 months ago
2008
Fingerprinting is a technique for generating a representation-independent functional signature for a game playing agent. Fingerprints can be used to compare agents across represent...