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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 -- 1798 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
351109 20. Sept. 2020 - 19:43:21 NikbotLearns win game_rules +2 13.177 00:12:17 Download
351108 20. Sept. 2020 - 19:30:41 NewBy win game_rules +2 10.349 00:07:33 Download
351107 20. Sept. 2020 - 19:25:36 BenBotv3 win game_rules +2 14.720 00:09:23 Download
351106 20. Sept. 2020 - 19:19:02 Bombshaker loss game_rules -6 12.443 00:34:21 Download
351105 20. Sept. 2020 - 18:56:31 Excess1972 win game_rules +1 10.745 00:06:20 Download
351104 20. Sept. 2020 - 18:52:08 EmptySeat win game_rules -- 14.444 00:09:43 Download
351103 20. Sept. 2020 - 18:46:00 WizardHat win crash +2 9.331 00:05:30 Download
351102 20. Sept. 2020 - 18:41:52 DoogieHowitzer win game_rules +3 13.286 00:07:51 Download
351101 20. Sept. 2020 - 18:36:43 Zerg001 win crash +1 7.627 00:02:56 Download
351100 20. Sept. 2020 - 18:34:40 BaronessZuli win game_rules +1 10.776 00:08:45 Download
351099 20. Sept. 2020 - 18:28:41 Tyr win game_rules +3 12.292 00:11:09 Download
351098 20. Sept. 2020 - 18:20:30 sharpy_PVP_EZ loss game_rules -5 10.551 00:09:08 Download
351096 20. Sept. 2020 - 18:14:56 sharkbot win game_rules +4 14.566 00:09:24 Download
351097 20. Sept. 2020 - 18:05:33 Sproutch loss game_rules -5 15.527 00:12:13 Download
351095 20. Sept. 2020 - 17:57:26 TyrT win game_rules +3 10.143 00:06:59 Download
351093 20. Sept. 2020 - 17:51:29 spudde loss game_rules -5 13.906 00:10:51 Download
351094 20. Sept. 2020 - 17:44:43 BlinkerBot win game_rules +3 16.230 00:12:36 Download
351091 20. Sept. 2020 - 17:35:19 TheHarvester win game_rules +5 12.731 00:09:06 Download
351092 20. Sept. 2020 - 17:26:17 Noobgam2 win game_rules +1 14.906 00:09:48 Download
351090 20. Sept. 2020 - 17:19:34 KAI win game_rules -- 14.336 00:06:48 Download
351089 20. Sept. 2020 - 17:13:18 RStrelok loss game_rules -4 13.581 00:14:12 Download
351088 20. Sept. 2020 - 17:01:41 Fire win game_rules +2 13.160 00:10:33 Download
351087 20. Sept. 2020 - 16:55:35 TheGoldenArmada loss game_rules -4 10.096 00:14:28 Download
351086 20. Sept. 2020 - 16:47:31 Popo win game_rules +1 15.146 00:07:43 Download
351084 20. Sept. 2020 - 16:42:22 TyrZ loss game_rules -5 13.261 00:05:40 Download
351085 20. Sept. 2020 - 16:34:52 Chance win game_rules +3 10.505 00:08:35 Download
351083 20. Sept. 2020 - 16:25:48 BenBotBC win game_rules +3 14.464 00:12:56 Download
351081 20. Sept. 2020 - 16:16:58 WorthlessBot win game_rules +3 9.823 00:06:50 Download
351082 20. Sept. 2020 - 16:13:27 BetterWorkerRush win game_rules +3 9.359 00:03:27 Download
351080 20. Sept. 2020 - 16:10:05 Spiny loss game_rules -2 13.339 00:10:48 Download