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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
352733 24. Sept. 2020 - 06:56:34 dantheman_3 loss game_rules -5 10.565 00:07:50 Download
352705 23. Sept. 2020 - 00:39:37 BenBotBC win game_rules -- 16.517 00:15:56 Download
352704 22. Sept. 2020 - 23:31:40 BenBotBC win game_rules -- 14.962 00:13:02 Download
352088 22. Sept. 2020 - 22:55:55 NewBy win game_rules +1 13.583 00:06:09 Download
352090 22. Sept. 2020 - 22:50:32 Fidolina win game_rules +2 12.888 00:09:49 Download
352089 22. Sept. 2020 - 22:43:24 NikbotLearns win game_rules +1 12.865 00:06:54 Download
352087 22. Sept. 2020 - 22:39:19 BenBotv3 win game_rules +1 13.318 00:09:04 Download
352086 22. Sept. 2020 - 22:33:08 Bombshaker win game_rules +2 12.998 00:10:09 Download
352085 22. Sept. 2020 - 22:25:33 Excess1972 win game_rules +1 14.412 00:05:53 Download
352084 22. Sept. 2020 - 22:21:08 EmptySeat win game_rules -- 14.558 00:09:14 Download
352083 22. Sept. 2020 - 22:15:21 WizardHat loss game_rules -6 13.864 00:12:15 Download
352082 22. Sept. 2020 - 22:04:14 DoogieHowitzer loss game_rules -5 8.605 00:05:31 Download
352081 22. Sept. 2020 - 22:00:58 Zerg001 win crash +1 7.713 00:02:54 Download
352080 22. Sept. 2020 - 21:57:55 BaronessZuli win crash +1 12.367 00:06:53 Download
352079 22. Sept. 2020 - 21:52:22 Tyr win game_rules +3 11.227 00:07:19 Download
352078 22. Sept. 2020 - 21:46:02 sharpy_PVP_EZ loss game_rules -5 11.059 00:08:03 Download
352077 22. Sept. 2020 - 21:40:51 Sproutch win crash +3 15.340 00:24:19 Download
352076 22. Sept. 2020 - 21:23:26 sharkbot loss game_rules -4 13.475 00:11:25 Download
352075 22. Sept. 2020 - 21:12:02 TyrT win game_rules +2 13.901 00:10:23 Download
352074 22. Sept. 2020 - 21:03:58 BlinkerBot tie game_rules -1 12.261 00:19:55 Download
352073 22. Sept. 2020 - 20:54:09 spudde win game_rules +3 14.848 00:09:42 Download
352072 22. Sept. 2020 - 20:47:42 Noobgam2 win game_rules -- 14.291 00:09:29 Download
352071 22. Sept. 2020 - 20:41:22 TheHarvester loss game_rules -4 10.219 00:08:42 Download
352070 22. Sept. 2020 - 20:25:22 KAI win crash -- 10.748 00:03:25 Download
352069 22. Sept. 2020 - 20:21:51 RStrelok win game_rules +4 11.785 00:08:59 Download
352068 22. Sept. 2020 - 20:16:05 Fire win game_rules +1 13.161 00:08:31 Download
352063 22. Sept. 2020 - 20:11:06 BenBotBC win game_rules +3 14.040 00:11:22 Download
352700 22. Sept. 2020 - 19:58:27 RStrelok loss game_rules -- 14.257 00:10:08 Download
352067 22. Sept. 2020 - 18:34:29 TheGoldenArmada win game_rules +4 12.534 00:07:04 Download
352066 22. Sept. 2020 - 18:29:06 Popo loss game_rules -7 15.014 00:12:30 Download