684 search results - page 12 / 137 » A multi-parametric programming approach for constrained dyna... |
AIPS
2008
15 years 2 months ago
2008
High dimensionality of belief space in DEC-POMDPs is one of the major causes that makes the optimal joint policy computation intractable. The belief state for a given agent is a p...
ICC
2008
IEEE
15 years 6 months ago
2008
IEEE
—We investigate the problem of minimizing the overall transmission delay of data packets in a single-user wireless communication system, where the transmitter has a fixed amount...
107
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ESA
2000
Springer
15 years 3 months ago
2000
Springer
The resource constrained shortest path problem (CSP) asks for the computation of a least cost path obeying a set of resource constraints. The problem is NP-complete. We give theore...
91
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NIPS
2003
15 years 1 months ago
2003
We consider the policy search approach to reinforcement learning. We show that if a “baseline distribution” is given (indicating roughly how often we expect a good policy to v...
118
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CP
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. In this paper, we present a constraint-partitioning approach for finding local optimal solutions of large-scale mixed-integer nonlinear programming problems (MINLPs). Ba...