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147
Voted
IJMMSC
2010
15 years 2 months ago
2010
The Misra-Miwa v-deformed Fock space is a representation of the quantized affine algebra Uv(bsl ). It has a standard basis indexed by partitions and the non-zero matrix entries of ...
192
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AAAI
2011
14 years 7 months ago
2011
The utility of including cyclic flow of control in plans has been long recognized by the planning community. Loops in a plan increase both its applicability and the compactness o...
191
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ATAL
2009
Springer
16 years 2 months ago
2009
Springer
Improving the sample efficiency of reinforcement learning algorithms to scale up to larger and more realistic domains is a current research challenge in machine learning. Model-ba...
245
Voted
ATAL
2005
Springer
16 years 1 months ago
2005
Springer
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
226
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HICSS
2003
IEEE
16 years 26 days ago
2003
IEEE
This paper uses partially observable Markov decision processes (POMDP’s) as a basic framework for MultiAgent planning. We distinguish three perspectives: first one is that of a...