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MadAI

Details
Author Madman
Race Protoss
Type python
Active True
Bot Zip Download
Bot data --
Created 03. Aug. 2019 - 09:49:36
Last Updated 21. April 2020 - 17:50:50

Trophies
Top 10 - Arena Melee Ladder Season 1
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 ELO
Season 2 23. June 2020 - 23:52:21 -- 1644 Stats
Season 1 01. Dec. 2019 - 01:08:56 23. June 2020 - 14:39:48 1939 Stats

Results

ID Date Opponent Result Cause +/- Avg Step
(ms)
Duration Replay
273515 07. July 2020 - 04:09:56 RStrelok win game_rules +2 11.285 00:11:46 Download
273514 07. July 2020 - 04:02:51 Fire win game_rules +2 9.381 00:11:21 Download
273513 07. July 2020 - 03:46:23 TheGoldenArmada win game_rules +2 10.542 00:09:35 Download
273512 07. July 2020 - 03:41:38 Popo win game_rules +2 11.463 00:10:46 Download
273504 07. July 2020 - 03:35:59 BenBotv2 win crash +1 1465.427 00:00:00 Download
273509 07. July 2020 - 03:32:56 BenBotBC win game_rules +3 12.894 00:23:15 Download
273507 07. July 2020 - 02:35:28 Rusty win game_rules +1 7.702 00:09:16 Download
273508 07. July 2020 - 02:29:11 Spiny loss game_rules -3 11.128 00:20:35 Download
273503 07. July 2020 - 02:16:23 Blunty none initialization_failure -- 0.000 00:00:00 Unavailable
273511 07. July 2020 - 02:14:36 Chance win game_rules +3 5.920 00:06:02 Download
273510 07. July 2020 - 02:09:33 TyrZ none initialization_failure -- 0.000 00:00:00 Unavailable
273506 07. July 2020 - 02:04:07 Paul win game_rules +4 10.742 00:12:06 Download
273505 07. July 2020 - 01:54:54 ThreeWayLover loss game_rules -4 9.255 00:09:00 Download
273483 07. July 2020 - 01:44:36 TyrP loss game_rules -5 7.284 00:07:03 Download
273442 07. July 2020 - 01:36:25 Kagamine win crash +4 1035.320 00:00:00 Download
273463 07. July 2020 - 01:16:15 Jensiiibot win game_rules +5 10.953 00:11:29 Download
273397 06. July 2020 - 13:24:49 SharpenedEdge none initialization_failure -- 0.000 00:00:00 Unavailable
273373 06. July 2020 - 13:05:17 AdditionalPylons win game_rules +4 10.233 00:10:40 Download
273097 06. July 2020 - 12:51:20 Rusty win game_rules +1 7.742 00:09:44 Download
273348 06. July 2020 - 12:29:20 dantheman_3 loss game_rules -4 7.012 00:05:46 Download
273108 06. July 2020 - 11:52:11 BlinkerBot loss game_rules -2 8.413 00:11:30 Download
273420 06. July 2020 - 11:42:36 MicroMachine none initialization_failure -- 0.000 00:00:00 Unavailable
273109 05. July 2020 - 12:15:02 ANI_dev None None -- 0.000 00:00:00 Unavailable
273055 05. July 2020 - 07:35:04 Jensiiibot loss game_rules -3 5.985 00:08:52 Download
273110 05. July 2020 - 06:53:09 Surge win game_rules +2 6.168 00:10:14 Download
273107 05. July 2020 - 06:45:42 spudde win crash +4 6.471 00:24:45 Download
273106 05. July 2020 - 06:36:57 TheHarvester loss game_rules -4 4.756 00:07:40 Download
273105 05. July 2020 - 06:31:20 RStrelok win game_rules +2 5.748 00:10:23 Download
273104 05. July 2020 - 06:24:07 Fire win game_rules +2 4.690 00:08:42 Download
273103 05. July 2020 - 06:19:56 TheGoldenArmada win game_rules +2 5.396 00:08:33 Download