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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
444081 10 Jan. 21, 15:14 BenBotBC Win Game Rules 6 00:10:08
444036 10 Jan. 21, 02:24 BenBotBC Win Game Rules 6 00:09:49
444035 10 Jan. 21, 02:07 BenBotBC Win Game Rules 5 00:11:47
444031 10 Jan. 21, 01:08 BenBotBC Win Game Rules 6 00:11:40
419113 21 Dec. 20, 03:17 Ketroc Loss Game Rules 6 00:12:53
419112 21 Dec. 20, 03:16 Ketroc Loss Game Rules 7 00:15:05
419091 20 Dec. 20, 18:37 Ketroc Loss Game Rules 5 00:12:11
419090 20 Dec. 20, 18:33 Ketroc Win Game Rules 6 00:11:59
417369 20 Dec. 20, 08:19 Jensiiibot Win Game Rules 22 00:14:58
417367 20 Dec. 20, 08:00 Jensiiibot Loss Game Rules 6 00:09:07
417365 20 Dec. 20, 07:48 Jensiiibot Win Crash 5 00:08:01
392394 17 Nov. 20, 05:02 MicroMachine Loss Game Rules 7 00:09:28
392393 17 Nov. 20, 04:59 MicroMachine Loss Game Rules 6 00:08:38
392392 17 Nov. 20, 04:52 MicroMachine Loss Game Rules 7 00:10:18
392385 16 Nov. 20, 23:02 BenBotBC Loss Game Rules 6 00:08:46
388493 10 Nov. 20, 18:19 Jensiiibot Loss Game Rules 10 00:23:51
382176 04 Nov. 20, 02:01 BenBotBC Win Game Rules 9 00:10:42
378133 29 Oct. 20, 01:40 BenBotBC Loss Game Rules 9 00:16:48
378130 29 Oct. 20, 01:21 BenBotBC Win Game Rules 9 00:09:28
378129 28 Oct. 20, 22:46 BenBotBC Win Game Rules 9 00:10:58
378116 28 Oct. 20, 16:14 BenBotBC Win Game Rules 10 00:11:23
378115 28 Oct. 20, 15:24 BenBotBC Loss Game Rules 8 00:14:54
376833 28 Oct. 20, 11:22 BenBotBC Win Game Rules 10 00:11:46
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
365569 21 Oct. 20, 00:44 BenBotBC Win Game Rules 16 00:11:09
364325 18 Oct. 20, 19:38 Fidolina Loss Game Rules 13 00:11:40
364323 18 Oct. 20, 19:27 Fidolina Win Game Rules 13 00:08:36
364319 18 Oct. 20, 18:52 Fidolina Win Crash 13 00:08:52
364309 18 Oct. 20, 17:37 Fidolina Win Crash 13 00:06:12