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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 19. July 2020 - 12:43:36

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 -- 1766 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
349161 16. Sept. 2020 - 08:49:13 BlinkerBot loss game_rules -2 11.441 00:15:27 Download
349160 16. Sept. 2020 - 08:38:26 spudde loss game_rules -5 10.655 00:10:32 Download
349159 16. Sept. 2020 - 08:32:27 Noobgam2 win game_rules +1 10.001 00:10:58 Download
349158 16. Sept. 2020 - 08:26:02 TheHarvester loss game_rules -3 8.494 00:08:02 Download
349157 16. Sept. 2020 - 08:18:49 KAI win game_rules -- 18.330 00:10:23 Download
349156 16. Sept. 2020 - 08:09:38 RStrelok win game_rules +3 11.821 00:11:29 Download
349155 16. Sept. 2020 - 08:01:58 Fire win game_rules +2 10.866 00:09:06 Download
349154 16. Sept. 2020 - 07:57:24 TheGoldenArmada win game_rules +5 12.093 00:10:35 Download
349153 16. Sept. 2020 - 07:51:39 Popo win game_rules +1 13.796 00:10:27 Download
349152 16. Sept. 2020 - 07:45:16 Chance win game_rules +3 8.813 00:10:57 Download
349151 16. Sept. 2020 - 07:39:34 TyrZ win game_rules +3 13.645 00:09:17 Download
349150 16. Sept. 2020 - 07:32:53 BenBotBC win game_rules +4 14.826 00:20:40 Download
349149 16. Sept. 2020 - 07:19:31 BetterWorkerRush win game_rules +4 9.321 00:04:36 Download
349148 16. Sept. 2020 - 07:16:48 WorthlessBot win game_rules +3 9.219 00:07:27 Download
349147 16. Sept. 2020 - 07:13:15 Spiny loss game_rules -2 14.324 00:12:45 Download
349146 16. Sept. 2020 - 07:02:19 Rusty win game_rules +4 12.591 00:10:57 Download
349145 16. Sept. 2020 - 06:51:26 Paul loss game_rules -4 10.931 00:06:09 Download
349144 16. Sept. 2020 - 06:47:36 ThreeWayLover win game_rules +4 13.363 00:10:40 Download
349076 16. Sept. 2020 - 02:15:14 Snowbot win game_rules +4 10.812 00:08:00 Download
349109 16. Sept. 2020 - 02:09:16 TyrP loss game_rules -4 13.011 00:11:15 Download
349143 16. Sept. 2020 - 01:58:43 BenBotv2 win game_rules +2 13.157 00:11:08 Download
349142 16. Sept. 2020 - 01:52:00 Blunty win game_rules +3 13.041 00:08:38 Download
349042 15. Sept. 2020 - 23:32:30 Jensiiibot loss game_rules -4 10.957 00:09:26 Download
349007 15. Sept. 2020 - 19:43:59 Kagamine loss game_rules -5 16.828 00:15:45 Download
348971 15. Sept. 2020 - 19:24:58 MicroMachine loss game_rules -1 10.710 00:09:52 Download
348934 15. Sept. 2020 - 19:06:32 ANIbot win game_rules +4 11.974 00:06:14 Download
348896 15. Sept. 2020 - 13:18:48 SharpenedEdge loss game_rules -2 7.836 00:07:56 Download
348857 15. Sept. 2020 - 12:59:39 AdditionalPylons win game_rules +3 15.862 00:10:44 Download
348817 15. Sept. 2020 - 12:11:44 dantheman_3 loss game_rules -4 11.456 00:15:21 Download
348369 14. Sept. 2020 - 11:16:04 EmptySeat win game_rules +1 13.994 00:09:57 Download