340 search results - page 11 / 68 » Kernelized value function approximation for reinforcement le... |
AROBOTS
2008
15 years 2 months ago
2008
118
Voted
CDC
2010
IEEE
14 years 9 months 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...
130
Voted
NCI
2004
15 years 3 months ago
2004
This paper describes a method for hierarchical reinforcement learning in which high-level policies automatically discover subgoals, and low-level policies learn to specialize for ...
123
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AAAI
2006
15 years 3 months ago
2006
Transfer learning concerns applying knowledge learned in one task (the source) to improve learning another related task (the target). In this paper, we use structure mapping, a ps...
JMLR
2008
15 years 2 months ago
2008