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MadAI

Details
Author Madman
Race Protoss
Type python
Bot Zip Download
Bot data --
Created 03. Aug. 2019 - 09:49:36
Last Updated 19. July 2020 - 12:43:36

Trophies
Top 10 - Arena Melee Ladder Season 1
3rd place - SC2 AI Season 8 Tournament
3rd place - SC2 AI Season 10 Ladder
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 Division ELO
Sc2 AI Arena Season 1 14. Feb. 2021 - 09:32:09 01. June 2021 - 23:50:42 1 1600 Stats
AI Arena - Season 2 23. June 2020 - 23:52:21 17. Jan. 2021 - 21:28:22 1 1789 Stats
AI Arena - Season 1 01. Dec. 2019 - 01:08:56 23. June 2020 - 14:39:48 1 1939 Stats

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
308477 11 Aug. 20, 09:53 Jensiiibot Loss Game Rules 6 00:09:12
308476 11 Aug. 20, 09:51 Jensiiibot Loss Game Rules 9 00:09:56
308475 11 Aug. 20, 09:51 Jensiiibot Loss Game Rules 9 00:11:23
308474 11 Aug. 20, 09:50 Jensiiibot Loss Game Rules 9 00:09:30
307843 11 Aug. 20, 09:09 Jensiiibot Loss Game Rules 8 00:10:20
307842 11 Aug. 20, 09:03 Jensiiibot None Error 0 00:00:00
307841 11 Aug. 20, 09:03 Jensiiibot Loss Game Rules 9 00:10:02
307840 11 Aug. 20, 09:01 Jensiiibot Loss Game Rules 9 00:09:55
307839 11 Aug. 20, 09:00 Jensiiibot Loss Game Rules 7 00:10:09
307838 11 Aug. 20, 08:58 Jensiiibot Loss Game Rules 9 00:10:44
307195 10 Aug. 20, 06:38 Jensiiibot Loss Game Rules 8 00:10:21
307194 10 Aug. 20, 06:37 Jensiiibot Win Game Rules 10 00:09:47
307193 10 Aug. 20, 06:36 Jensiiibot Loss Game Rules 7 00:10:34
307192 10 Aug. 20, 06:36 Jensiiibot Win Game Rules 11 00:10:13
307191 10 Aug. 20, 06:35 Jensiiibot Loss Game Rules 7 00:10:02
307185 10 Aug. 20, 05:38 TestBot Loss Game Rules 9 00:12:36
307184 10 Aug. 20, 05:38 TestBot Loss Game Rules 11 00:13:28
307183 10 Aug. 20, 05:37 TestBot Loss Game Rules 8 00:11:23
307182 10 Aug. 20, 05:36 TestBot Loss Game Rules 10 00:14:16
307181 10 Aug. 20, 05:35 TestBot Loss Game Rules 9 00:10:28
306542 10 Aug. 20, 00:12 BaronessZuli Win Game Rules 7 00:07:31
306429 09 Aug. 20, 19:45 Trolly Win Game Rules 8 00:09:05
303088 06 Aug. 20, 13:36 Fire Win Crash 7 00:00:54
298151 03 Aug. 20, 12:14 A.L.E.R.T. Win Game Rules 13 00:20:36
297016 02 Aug. 20, 13:35 Xandi Win Game Rules 8 00:08:32
290531 29 July 20, 16:00 BenBotBC Win Game Rules 12 00:13:44
290530 29 July 20, 15:25 BenBotBC Loss Game Rules 10 00:15:12
290529 29 July 20, 12:54 BenBotBC Tie Game Rules 10 01:00:00
289999 29 July 20, 12:13 BenBotBC Win Game Rules 7 00:17:02
289997 29 July 20, 10:38 BenBotBC Win Game Rules 11 00:15:30