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MadAI

Details
Author Madman
Race Protoss
Type python
Active True
Bot Zip Download
Bot data --
Created Aug. 3, 2019, 9:49 a.m.
Last Updated Dec. 31, 2019, 1:45 p.m.

Trophies
No trophies
Biography

MadBot relies on 5 different hard-coded build orders, which are considered good in particular situations or against certain races. It chooses one of them after approximately 2 minutes of the game depending on the scouting information it gathered. This information will be use in 3 different ways. First, a deep neural network for the decision making created with Tensorflow & Keras will evaluate the data und will output a normalized value between 0% - 100% for what it thinks would be the most suitable build order to win the game. Second, a random forest classifier created with scikit-learn will do the same. Third, some manually coded decision rules will be used as additional weights, e.g. if an early expansion was scouted, the decision for a 4-Gate will be boosted. While the first two were trained on ~4000 games played on the sc2ai.net and ai-arena ladders, the third is based on my humble sc2 knowledge. All three decision values for all 5 build orders will be summed up in order to generate the final build order decision. All data will be sent to the chat in order to evaluate the decision making. The structure is like this: Build order 1: [% of Neural Network / % of Random Forest / % of Manual weighting / Total sum]; Build order 2… and so on

Rankings

Season Opened Closed ELO
Season 1 01. Dec. 2019 - 01:08:56 -- 1614 Stats

Results

ID Date Opponent Result +/- Avg Step
(ms)
Duration Replay
123365 29. Feb. 2020 - 01:51:50 Rusty Win +5 3.005 00:11:57 Download
123370 29. Feb. 2020 - 01:18:51 Kagamine-Protoss Win +3 2.496 00:06:44 Download
123291 29. Feb. 2020 - 01:15:58 Krillin Win +3 2.242 00:08:05 Download
123336 29. Feb. 2020 - 01:09:17 TyrP Loss -2 2.279 00:11:43 Download
123359 29. Feb. 2020 - 00:58:27 Strelok Loss -4 2.498 00:11:28 Download
123267 29. Feb. 2020 - 00:34:05 Kagamine Loss -5 2.712 00:14:07 Download
123216 29. Feb. 2020 - 00:06:38 ANIbot Loss -8 2.535 00:15:45 Download
123361 28. Feb. 2020 - 23:51:22 Paul Win +7 2.666 00:07:18 Download
123189 28. Feb. 2020 - 23:40:03 SharpenedEdge Loss - Crash -2 1.898 00:08:50 Download
123374 28. Feb. 2020 - 23:23:06 BenBotBC Win +7 3.120 00:09:32 Download
123360 28. Feb. 2020 - 23:11:22 ThreeWayLover Loss -3 2.522 00:08:20 Download
123369 28. Feb. 2020 - 22:55:52 CreepyBot Win +4 2.067 00:06:54 Download
123376 28. Feb. 2020 - 22:26:04 Chance Loss -10 3.129 00:11:12 Download
123363 28. Feb. 2020 - 22:18:40 TheCinderBlock Loss -14 2.460 00:07:05 Download
123366 28. Feb. 2020 - 22:09:09 Spiny Win +13 2.693 00:09:30 Download
123378 28. Feb. 2020 - 21:38:24 Sharpy_MadAI Loss -6 2.118 00:07:34 Download
123362 28. Feb. 2020 - 21:23:55 RoachRush Loss - Crash -11 2.316 00:06:36 Download
123161 28. Feb. 2020 - 21:14:41 AdditionalPylons Loss -5 3.256 00:08:58 Download
123367 28. Feb. 2020 - 21:01:09 WorthlessBot Win +5 2.087 00:09:48 Download
123364 28. Feb. 2020 - 20:16:31 BronzeCrawler Win +2 2.725 00:07:05 Download
123371 28. Feb. 2020 - 20:09:56 OneBaseBc Win +7 2.879 00:07:57 Download
123368 28. Feb. 2020 - 19:51:47 LuckyBot Win +5 3.154 00:08:30 Download
122797 28. Feb. 2020 - 19:48:06 Kagamine Win +11 3.170 00:08:03 Download
123373 28. Feb. 2020 - 19:39:40 BetterWorkerRush Loss -7 2.193 00:03:47 Download
122905 28. Feb. 2020 - 18:33:27 TyrZ Loss -7 2.118 00:05:41 Download
122899 28. Feb. 2020 - 18:25:00 CreepyBot Win +4 2.751 00:07:14 Download
122719 28. Feb. 2020 - 18:08:22 SharpenedEdge Loss -3 2.714 00:09:35 Download
122902 28. Feb. 2020 - 17:58:54 Tyckles Win +4 3.389 00:07:50 Download
122892 28. Feb. 2020 - 17:26:02 RoachRush Win +4 2.121 00:09:16 Download
122844 28. Feb. 2020 - 17:14:21 Jensiiibot Win +13 2.888 00:09:17 Download