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 Nov. 2, 2019, 1:02 p.m.
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 -- 1643

Stats

Stats
Win % 53.45
Crash % 2.00
Games 550
Last generated 06. Dec. 2019 - 12:00:10
Opponent Race Games Wins Win %
dantheman Terran 2 2 100.00
OneBaseBc Terran 7 7 100.00
Rusty Terran 32 30 93.75
Kagamine-Protoss Protoss 31 28 90.32
AllBot Terran 26 23 88.46
Strelok Terran 32 27 84.38
WorthlessBot Zerg 32 26 81.25
Tyckles Protoss 5 4 80.00
BenBotv2 Terran 30 22 73.33
ANIbot Terran 32 21 65.63
LuckyBot Protoss 12 7 58.33
Blunty Zerg 31 16 51.61
Spiny Zerg 32 15 46.88
Kagamine Zerg 32 14 43.75
TyrP Protoss 27 11 40.74
SharpenedEdge Protoss 32 12 37.50
AdditionalPylons Protoss 30 11 36.67
ThreeWayLover Protoss 31 9 29.03
Jensiiibot Terran 31 6 19.35
RoachRush Zerg 31 3 9.68
MicroMachine Terran 32 0 0.00

ELO over time

ELOGraph

Results

ID Date Opponent Result +/- Avg Step
(ms)
Duration Replay
5385 06. Dec. 2019 - 12:07:26 ThreeWayLover Loss -5 2.757 00:10:51 Download
5356 06. Dec. 2019 - 11:43:59 Kagamine Win +8 3.663 00:07:31 Download
5327 06. Dec. 2019 - 11:38:51 ANIbot Win +6 2.797 00:08:19 Download
5311 06. Dec. 2019 - 11:28:20 SharpenedEdge Loss -5 2.842 00:09:28 Download
5383 06. Dec. 2019 - 11:23:50 Strelok Loss -8 1.910 00:05:49 Download
5294 06. Dec. 2019 - 11:18:41 AdditionalPylons Win +13 3.392 00:10:32 Download
5386 06. Dec. 2019 - 11:10:20 RoachRush Loss -12 2.352 00:05:58 Download
5387 06. Dec. 2019 - 10:57:43 Rusty Win +4 3.408 00:10:20 Download
5384 06. Dec. 2019 - 10:52:46 BenBotv2 Win +2 3.264 00:09:36 Download
5393 06. Dec. 2019 - 10:48:09 Tyckles Win +3 3.479 00:12:30 Download
5389 06. Dec. 2019 - 10:38:12 WorthlessBot Win +4 2.345 00:08:21 Download
5391 06. Dec. 2019 - 10:34:32 Kagamine-Protoss Win +2 3.499 00:07:54 Download
5390 06. Dec. 2019 - 10:13:19 LuckyBot Loss -11 3.015 00:08:49 Download
5388 06. Dec. 2019 - 10:10:02 Spiny Win +7 3.054 00:08:11 Download
5392 06. Dec. 2019 - 09:53:28 OneBaseBc Win +10 2.670 00:07:26 Download
5342 06. Dec. 2019 - 09:15:42 MicroMachine Loss -2 2.567 00:10:54 Download
5215 06. Dec. 2019 - 08:47:18 Spiny Win +7 3.192 00:11:11 Download
5169 06. Dec. 2019 - 08:32:51 MicroMachine Loss - Crash -2 2.662 00:10:05 Download
5138 06. Dec. 2019 - 08:28:55 SharpenedEdge Win +12 2.912 00:09:36 Download
5196 06. Dec. 2019 - 08:12:07 Jensiiibot Loss -3 3.055 00:09:28 Download
5121 06. Dec. 2019 - 08:05:11 AdditionalPylons Loss - Crash -3 3.936 00:14:26 Download
5210 06. Dec. 2019 - 07:52:10 Strelok Win +10 2.432 00:10:12 Download
5219 06. Dec. 2019 - 07:36:38 OneBaseBc Win - Crash +10 2.867 00:08:43 Download
5220 06. Dec. 2019 - 07:32:57 Tyckles Loss -12 3.404 00:21:37 Download
5183 06. Dec. 2019 - 07:10:54 Kagamine Loss -7 3.297 00:08:55 Download
5218 06. Dec. 2019 - 07:05:21 Kagamine-Protoss Win +3 3.499 00:07:45 Download
5154 06. Dec. 2019 - 06:58:44 ANIbot Loss -10 2.750 00:18:23 Download
5216 06. Dec. 2019 - 06:51:55 WorthlessBot Win +4 2.303 00:09:12 Download
5217 06. Dec. 2019 - 06:48:51 LuckyBot Win +5 3.441 00:09:15 Download
5211 06. Dec. 2019 - 06:41:16 BenBotv2 Win +3 3.461 00:09:15 Download