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153
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ICRA
2007
IEEE
16 years 21 days ago
2007
IEEE
— Randomly expanding trees are very effective in exploring high-dimensional spaces. Consequently, they are a powerful algorithmic approach to sampling-based single-query motion p...
165
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BPM
2007
Springer
16 years 17 days ago
2007
Springer
Contemporary business process simulation environments are geared towards design-time analysis, rather than operational decision support over already deployed and running processes....
176
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IAT
2006
IEEE
16 years 13 days ago
2006
IEEE
This paper contributes to solve effectively stochastic resource allocation problems known to be NP-Complete. To address this complex resource management problem, the merging of tw...
202
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ICML
2006
IEEE
2006
IEEE
Automatic basis function construction for approximate dynamic programming and reinforcement learning
16 years 11 days ago
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov Decision Process (MDP). Our work builds on results ...
167
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DSD
2005
IEEE
16 years 8 hour ago
2005
IEEE
This paper proposes a validation approach, based on simulation, which addresses problems related to both state space explosion of formal methods and low coverage of informal metho...