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129
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IJMMSC
2010
15 years 1 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 ...
165
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AAAI
2011
14 years 6 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...
171
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ATAL
2009
Springer
16 years 1 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...
220
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ATAL
2005
Springer
16 years 11 days 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...
199
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HICSS
2003
IEEE
16 years 3 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...