Are the optimized values the "Mean" column on the "Max" tab? How does one get them out? Copy to clipboard only works for a single cell at a time. I'm on Windows.
On Thu, Sep 1, 2011 at 3:01 AM, Rémi Coulom <[email protected]> wrote: > Hi, > > This is a draft of the paper I will submit to ACG13. > > Title: CLOP: Confident Local Optimization for Noisy Black-Box Parameter Tuning > > Abstract: Artificial intelligence in games often leads to the problem of > parameter tuning. Some heuristics may have coefficients, and they should be > tuned to maximize the win rate of the program. A possible approach consists > in building local quadratic models of the win rate as a function of program > parameters. Many local regression algorithms have already been proposed for > this task, but they are usually not robust enough to deal automatically and > efficiently with very noisy outputs and non-negative Hessians. The CLOP > principle, which stands > for Confident Local OPtimization, is a new approach to local regression that > overcomes all these problems in a simple and efficient way. It consists in > discarding samples whose estimated value is confidently inferior to the mean > of all samples. Experiments demonstrate that, when the function to be > optimized is smooth, this method outperforms all other tested algorithms. > > pdf and source code: > http://remi.coulom.free.fr/CLOP/ > > Comments, questions, and suggestions for improvement are welcome. > > Rémi > _______________________________________________ > Computer-go mailing list > [email protected] > http://dvandva.org/cgi-bin/mailman/listinfo/computer-go _______________________________________________ Computer-go mailing list [email protected] http://dvandva.org/cgi-bin/mailman/listinfo/computer-go
