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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 -- 1748 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
355240 29. Sept. 2020 - 10:20:59 DroneDrill loss game_rules -4 11.950 00:03:14 Download
355239 29. Sept. 2020 - 10:17:05 Fidolina loss game_rules -5 11.322 00:12:19 Download
355238 29. Sept. 2020 - 10:06:57 NikbotLearns win game_rules +1 13.803 00:06:11 Download
355237 29. Sept. 2020 - 10:01:31 NewBy win game_rules +1 15.311 00:07:48 Download
355236 29. Sept. 2020 - 09:55:49 BenBotv3 win crash +2 12.451 00:08:22 Download
355235 29. Sept. 2020 - 09:49:17 Bombshaker loss game_rules -6 11.431 00:14:25 Download
355234 29. Sept. 2020 - 09:39:50 Excess1972 win game_rules +1 14.844 00:11:56 Download
355233 29. Sept. 2020 - 09:31:23 EmptySeat win game_rules -- 10.940 00:10:13 Download
355232 29. Sept. 2020 - 09:25:59 WizardHat loss game_rules -5 12.802 00:13:37 Download
355231 29. Sept. 2020 - 09:12:07 DoogieHowitzer loss game_rules -5 10.236 00:06:04 Download
355230 29. Sept. 2020 - 09:08:21 Zerg001 win game_rules +1 10.512 00:08:01 Download
355229 29. Sept. 2020 - 09:03:06 BaronessZuli win game_rules +1 11.201 00:08:17 Download
355228 29. Sept. 2020 - 08:58:08 Tyr win game_rules +3 14.202 00:07:23 Download
355227 29. Sept. 2020 - 08:51:38 sharpy_PVP_EZ loss game_rules -4 11.669 00:09:18 Download
355226 29. Sept. 2020 - 08:45:17 Sproutch win game_rules +3 14.179 00:10:29 Download
355225 29. Sept. 2020 - 08:39:06 sharkbot win game_rules +4 16.156 00:09:51 Download
355224 29. Sept. 2020 - 08:26:36 TyrT win game_rules +3 12.309 00:06:34 Download
355223 29. Sept. 2020 - 08:21:41 BlinkerBot loss game_rules -3 8.025 00:06:30 Download
355222 29. Sept. 2020 - 08:18:27 spudde loss game_rules -5 11.854 00:10:49 Download
355221 29. Sept. 2020 - 08:12:22 Noobgam2 win game_rules +1 11.320 00:08:01 Download
355220 29. Sept. 2020 - 08:07:56 TheHarvester loss game_rules -3 12.392 00:10:02 Download
355219 29. Sept. 2020 - 07:55:31 KAI win crash -- 10.737 00:04:24 Download
355218 29. Sept. 2020 - 07:51:19 RStrelok win game_rules +5 13.677 00:11:38 Download
355217 29. Sept. 2020 - 07:41:56 Fire win game_rules +2 11.659 00:08:43 Download
355216 29. Sept. 2020 - 07:36:50 TheGoldenArmada loss game_rules -3 11.180 00:10:42 Download
355215 29. Sept. 2020 - 07:30:05 Popo win game_rules +1 17.415 00:19:20 Download
355214 29. Sept. 2020 - 07:15:42 Chance win game_rules +3 9.990 00:07:27 Download
355213 29. Sept. 2020 - 07:11:50 TyrZ loss game_rules -5 13.488 00:05:41 Download
355212 29. Sept. 2020 - 07:05:24 BenBotBC win game_rules +4 18.431 00:23:23 Download
355211 29. Sept. 2020 - 06:46:04 BetterWorkerRush win game_rules +3 7.677 00:03:49 Download