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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
333855 30 Aug. 20, 15:59 BenBotBC Win Crash 00:00:00
333871 30 Aug. 20, 17:50 BenBotBC Win Crash 00:00:00
326361 24 Aug. 20, 05:52 Jensiiibot Win Crash 9 00:10:41
458803 01 Feb. 21, 08:48 TestBot Win Crash 8 00:05:32
364319 18 Oct. 20, 18:52 Fidolina Win Crash 13 00:08:52
596550 12 June 21, 00:51 SF4G Loss Crash 00:00:00
303088 06 Aug. 20, 13:36 Fire Win Crash 7 00:00:54
18495 16 Dec. 19, 05:24 Jensiiibot Loss Crash 2 00:12:01
273268 05 July 20, 01:54 charge_zealot_rus... Win Crash 36 00:00:05
274494 07 July 20, 23:33 BenBotBC Win Crash 1255 00:00:00
596549 12 June 21, 00:50 SF4G Loss Crash 00:00:00
38244 30 Dec. 19, 11:15 TyrP Loss Crash 1 00:07:55
274498 08 July 20, 01:10 BenBotBC Win Crash 1210 00:00:00
364309 18 Oct. 20, 17:37 Fidolina Win Crash 13 00:06:12
358085 05 Oct. 20, 01:42 BenBotBC Win Crash 00:00:00
347223 10 Sept. 20, 16:34 EmptySeatTest Win Crash 00:00:00
417365 20 Dec. 20, 07:48 Jensiiibot Win Crash 5 00:08:01
596548 12 June 21, 00:50 SF4G Loss Crash 00:00:00
375539 26 Oct. 20, 06:51 LucidJS None Error 0 00:00:00
375538 26 Oct. 20, 06:51 LucidJS None Error 0 00:00:00
307842 11 Aug. 20, 09:03 Jensiiibot None Error 0 00:00:00
117328 24 Feb. 20, 23:27 A.L.E.R.T. Win Game Rules 2 00:06:32
117857 25 Feb. 20, 09:59 A.L.E.R.T. Win Game Rules 2 00:09:18
127337 02 March 20, 03:03 A.L.E.R.T. Win Game Rules 9 00:06:14
127339 02 March 20, 04:33 A.L.E.R.T. Win Game Rules 9 00:06:10
131384 04 March 20, 13:39 A.L.E.R.T. Win Game Rules 8 00:07:34
131889 04 March 20, 18:35 RoachRush Win Game Rules 6 00:08:04
131913 05 March 20, 01:12 A.L.E.R.T. Win Game Rules 7 00:06:00
134957 06 March 20, 21:53 WorthlessBot Loss Game Rules 8 00:05:17
135454 06 March 20, 22:35 WorthlessBot Win Game Rules 5 00:08:37