entering

Most top bots simply use all segments at the same time, but with different weights. They are usually tuned offline.

There are some top bots using 2 sets of segments. 1 for a general purpose gun and 1 for an anti-surfer gun. And the best set of segments is estimated on-the-fly.

MN thank you. I used all the datas the average hit rate increased like % 0.8. After I added auto-tuning for setting weights and average hit rate increased about %0.9.

The 2 segments which differ most between different opponents are the real/virtual wave segment and the data decay (time) segment. These are the 2 usually separated between "general purpose" and "anti-surfer" sets of segments.

Note that using many different targeting strategies for different situations may slow down learning speed (time wasted auto-tuning the gun for the optimal strategy). Because of this, most top bots use only 1 or 2 guns.