1617 search results - page 219 / 324 » Using Gaussian Processes to Optimize Expensive Functions |
111
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GECCO
2008
Springer
15 years 2 months ago
2008
Springer
We investigate the runtime of the Binary Particle Swarm Optimization (PSO) algorithm introduced by Kennedy and Eberhart (1997). The Binary PSO maintains a global best solution and...
103
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NIPS
2001
15 years 2 months ago
2001
Policy gradient methods for reinforcement learning avoid some of the undesirable properties of the value function approaches, such as policy degradation (Baxter and Bartlett, 2001...
108
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IJCAI
2001
15 years 2 months ago
2001
We present a dynamic programming approach for the solution of first-order Markov decisions processes. This technique uses an MDP whose dynamics is represented in a variant of the ...
110
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NIPS
1996
15 years 2 months ago
1996
Optimal Brain Damage (OBD) is a method for reducing the number of weights in a neural network. OBD estimates the increase in cost function if weights are pruned and is a valid app...
GECCO
2005
Springer
15 years 6 months ago
2005
Springer
We have investigated the potential for using genetic programming to evolve compiler parsing and translation routines for processing arithmetic and logical expressions as they are ...