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SIAMCO
2002
121views more  SIAMCO 2002»
14 years 9 months ago
Consistent Approximations and Approximate Functions and Gradients in Optimal Control
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...
Olivier Pironneau, Elijah Polak
MP
2002
113views more  MP 2002»
14 years 9 months ago
A note on sensitivity of value functions of mathematical programs with complementarity constraints
Using standard nonlinear programming (NLP) theory, we establish formulas for first and second order directional derivatives for optimal value functions of parametric mathematical ...
Xinmin Hu, Daniel Ralph
AAAI
2011
13 years 9 months ago
Value Function Approximation in Reinforcement Learning Using the Fourier Basis
We describe the Fourier Basis, a linear value function approximation scheme based on the Fourier Series. We empirically evaluate its properties, and demonstrate that it performs w...
George Konidaris, Sarah Osentoski, Philip Thomas
VTS
2007
IEEE
100views Hardware» more  VTS 2007»
15 years 3 months ago
Using Scan-Dump Values to Improve Functional-Diagnosis Methodology
In this paper, we identify two main bottlenecks in the functional diagnosis flow and propose new ways to overcome these. Our approach completely eliminates the “Primary Input (P...
Vishnu C. Vimjam, Enamul Amyeen, Ruifeng Guo, Srik...