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115
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NIPS
1993
15 years 3 months ago
1993
Dynamic programming provides a methodology to develop planners and controllers for nonlinear systems. However, general dynamic programming is computationally intractable. We have ...
124
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SIAMCO
2002
15 years 1 months ago
2002
As shown in [7], optimal control problems with either ODE or PDE dynamics can be solved efficiently using a setting of consistent approximations obtained by numerical discretizati...
GECCO
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. Recent theoretical work helped explain certain optimizationrelated pathologies in cooperative coevolutionary algorithms (CCEAs). Such explanations have led to adopting sp...
104
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IPPS
2002
IEEE
15 years 6 months ago
2002
IEEE
Model-based control utilizes performance models of applications to choose performant system configurations for execution of applications. The performance models used in this resea...
129
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ICML
2001
IEEE
16 years 2 months ago
2001
IEEE
Direct policy search is a practical way to solve reinforcement learning problems involving continuous state and action spaces. The goal becomes finding policy parameters that maxi...