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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
1760217 28 May 23, 12:32 Raiden-p-bot None Initialization Failure 00:00:00
596550 12 June 21, 00:51 SF4G Loss Crash 00:00:00
596549 12 June 21, 00:50 SF4G Loss Crash 00:00:00
596548 12 June 21, 00:50 SF4G Loss Crash 00:00:00
463917 07 Feb. 21, 09:01 TheHarvester Loss Game Rules 5 00:07:09
463916 07 Feb. 21, 08:58 TheHarvester Win Game Rules 6 00:06:33
463915 07 Feb. 21, 08:58 TheHarvester Loss Game Rules 23 00:14:00
463914 07 Feb. 21, 08:58 TheHarvester Win Game Rules 7 00:09:37
463913 07 Feb. 21, 08:57 TheHarvester Win Game Rules 19 00:10:58
463912 07 Feb. 21, 08:57 TheHarvester Loss Game Rules 5 00:09:51
463911 07 Feb. 21, 08:52 TheHarvester Loss Game Rules 6 00:10:27
463910 07 Feb. 21, 08:50 TheHarvester Loss Game Rules 16 00:09:52
463909 07 Feb. 21, 08:48 TheHarvester Win Game Rules 15 00:07:38
463908 07 Feb. 21, 08:48 TheHarvester Loss Game Rules 5 00:07:09
458827 01 Feb. 21, 10:43 Jensiiibot Loss Game Rules 6 00:11:21
458826 01 Feb. 21, 10:42 Jensiiibot Loss Game Rules 7 00:11:52
458825 01 Feb. 21, 10:42 Jensiiibot Loss Game Rules 6 00:11:32
458824 01 Feb. 21, 10:42 Jensiiibot Loss Game Rules 6 00:10:51
458823 01 Feb. 21, 10:42 Jensiiibot Loss Game Rules 16 00:10:06
458819 01 Feb. 21, 10:00 Jensiiibot Loss Game Rules 6 00:09:59
458818 01 Feb. 21, 10:00 Jensiiibot Loss Game Rules 6 00:10:33
458817 01 Feb. 21, 10:00 Jensiiibot Loss Game Rules 7 00:14:10
458816 01 Feb. 21, 09:59 Jensiiibot Win Game Rules 21 00:16:27
458815 01 Feb. 21, 09:59 Jensiiibot Loss Game Rules 20 00:09:55
458813 01 Feb. 21, 09:43 TestBot Loss Game Rules 5 00:10:05
458812 01 Feb. 21, 09:43 TestBot Loss Game Rules 5 00:11:32
458811 01 Feb. 21, 09:42 TestBot Loss Game Rules 6 00:10:21
458810 01 Feb. 21, 09:42 TestBot Loss Game Rules 5 00:10:14
458809 01 Feb. 21, 09:41 TestBot Loss Game Rules 15 00:10:24
458807 01 Feb. 21, 08:49 TestBot Loss Game Rules 19 00:14:37