December 2019
Intermediate to advanced
368 pages
11h 10m
English
Content preview from Hands-On Neuroevolution with Python
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Running the experiment
With an adequately defined work environment, we are ready to start our experiment. You can start an experiment from the Chapter10 directory by executing the following command:
$ python ga.py -c configurations/ga_atari_config.json -o out
The preceding command starts an experiment using the configuration file that was provided as the first parameter. The experiment's output will be stored in the out directory.
After completing the experiment, the console's output should look similar to the following:
...| PopulationEpRewMax | 3.47e+03 || PopulationEpRewMean | 839 || PopulationEpCount | 1e+03 || PopulationTimesteps | 9.29e+05 || NumSelectedIndividuals | 20 || TruncatedPopulationRewMean | 3.24e+03 || TruncatedPopulationValidationRewMean ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.