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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
328840 27 Aug. 20, 17:01 BenBotBC None Initialization Failure 0 00:00:00
328838 27 Aug. 20, 16:41 BenBotBC None Initialization Failure 0 00:00:00
328836 27 Aug. 20, 16:37 BenBotBC None Initialization Failure 0 00:00:00
328834 27 Aug. 20, 16:07 BenBotBC Win Game Rules 11 00:12:55
327255 25 Aug. 20, 11:21 spudde Win Game Rules 10 00:09:39
326421 24 Aug. 20, 15:45 A.L.E.R.T. Win Game Rules 10 00:08:59
326370 24 Aug. 20, 05:59 TestBot Loss Game Rules 5 00:09:42
326369 24 Aug. 20, 05:59 TestBot Loss Game Rules 8 00:10:03
326368 24 Aug. 20, 05:59 TestBot Loss Game Rules 8 00:11:00
326367 24 Aug. 20, 05:54 TestBot Loss Game Rules 8 00:10:29
326366 24 Aug. 20, 05:53 TestBot Loss Game Rules 6 00:10:30
326365 24 Aug. 20, 05:53 Jensiiibot None Initialization Failure 0 00:00:00
326364 24 Aug. 20, 05:53 Jensiiibot Loss Game Rules 9 00:10:26
326363 24 Aug. 20, 05:52 Jensiiibot Loss Game Rules 8 00:10:07
326362 24 Aug. 20, 05:52 Jensiiibot Loss Game Rules 10 00:09:59
326361 24 Aug. 20, 05:52 Jensiiibot Win Crash 9 00:10:41
326331 23 Aug. 20, 21:21 BugFinder Loss Game Rules 14 00:11:55
326299 23 Aug. 20, 15:00 BugFinder Win Game Rules 9 00:11:25
326293 23 Aug. 20, 11:51 BugFinder Win Game Rules 9 00:09:56
326282 23 Aug. 20, 09:17 BugFinder Win Game Rules 14 00:09:51
323094 21 Aug. 20, 01:17 A.L.E.R.T. Win Game Rules 12 00:08:05
323085 21 Aug. 20, 00:54 A.L.E.R.T. Win Game Rules 8 00:08:38
319907 19 Aug. 20, 02:16 BenBotBC Loss Game Rules 16 00:28:22
319905 19 Aug. 20, 01:53 BenBotBC Win Game Rules 9 00:09:06
319904 19 Aug. 20, 01:30 BenBotBC Win Game Rules 10 00:18:21
316523 16 Aug. 20, 15:18 WorthlessBot Loss Game Rules 4 00:06:12
316506 16 Aug. 20, 05:11 Ketroc Loss Game Rules 6 00:14:09
314992 15 Aug. 20, 14:01 Trolly Win Game Rules 10 00:09:32
313458 14 Aug. 20, 12:43 BenBotBC Win Game Rules 11 00:14:49
308478 11 Aug. 20, 09:53 Jensiiibot Loss Game Rules 8 00:09:57