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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
350119 18. Sept. 2020 - 06:46:40 TyrZ win game_rules +2 14.729 00:11:20 Download
350118 18. Sept. 2020 - 06:38:25 BenBotBC loss game_rules -5 13.608 00:14:17 Download
350117 18. Sept. 2020 - 06:27:22 BetterWorkerRush win game_rules +3 8.032 00:03:40 Download
350116 18. Sept. 2020 - 06:25:10 WorthlessBot win game_rules +3 8.990 00:07:48 Download
350115 18. Sept. 2020 - 06:21:28 Spiny loss game_rules -2 11.276 00:10:49 Download
350114 18. Sept. 2020 - 06:15:16 Rusty win game_rules +3 12.337 00:11:29 Download
350113 18. Sept. 2020 - 06:03:39 Paul win game_rules +3 10.210 00:08:24 Download
350112 18. Sept. 2020 - 05:57:56 ThreeWayLover win game_rules +4 13.135 00:10:30 Download
350111 18. Sept. 2020 - 05:50:43 Blunty win game_rules +2 10.812 00:09:47 Download
350076 18. Sept. 2020 - 04:38:07 TyrP win game_rules +4 12.534 00:08:33 Download
350041 18. Sept. 2020 - 03:50:23 Snowbot win game_rules +3 8.184 00:07:20 Download
350005 17. Sept. 2020 - 22:33:47 Jensiiibot win game_rules +4 14.228 00:10:48 Download
349968 17. Sept. 2020 - 22:22:19 Kagamine win game_rules +3 17.966 00:12:10 Download
349930 17. Sept. 2020 - 18:29:19 MicroMachine none initialization_failure -- 0.000 00:00:00 Unavailable
349891 17. Sept. 2020 - 15:45:46 ANIbot win game_rules +3 12.104 00:11:30 Download
349851 17. Sept. 2020 - 10:19:57 SharpenedEdge loss game_rules -3 7.315 00:08:09 Download
349810 17. Sept. 2020 - 10:06:23 AdditionalPylons win game_rules +3 15.806 00:09:20 Download
349768 17. Sept. 2020 - 09:49:38 dantheman_3 win game_rules +4 12.186 00:08:34 Download
349173 16. Sept. 2020 - 09:57:59 Ancestor win crash +2 25.803 00:00:08 Download
349172 16. Sept. 2020 - 09:56:24 Bombshaker win game_rules +2 10.630 00:09:36 Download
349171 16. Sept. 2020 - 09:48:32 EmptySeat win game_rules +1 8.483 00:06:24 Download
349170 16. Sept. 2020 - 09:44:54 WizardHat win crash +2 5.827 00:06:48 Download
349169 16. Sept. 2020 - 09:40:56 DoogieHowitzer loss game_rules -5 7.960 00:05:52 Download
349168 16. Sept. 2020 - 09:37:02 Zerg001 win game_rules +1 11.818 00:07:24 Download
349167 16. Sept. 2020 - 09:31:43 BaronessZuli win game_rules +1 8.851 00:08:11 Download
349166 16. Sept. 2020 - 09:22:23 Tyr win game_rules +3 11.093 00:05:56 Download
349165 16. Sept. 2020 - 09:16:44 sharpy_PVP_EZ loss game_rules -5 6.993 00:08:17 Download
349164 16. Sept. 2020 - 09:09:40 Sproutch win game_rules +3 9.038 00:09:22 Download
349163 16. Sept. 2020 - 09:04:41 sharkbot win game_rules +5 11.999 00:08:18 Download
349162 16. Sept. 2020 - 08:57:50 TyrT win game_rules +3 10.287 00:11:17 Download