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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 -- 1820 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
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
352065 22. Sept. 2020 - 18:20:59 Chance win game_rules +3 9.182 00:07:41 Download
352064 22. Sept. 2020 - 18:17:08 TyrZ win game_rules +3 11.571 00:06:52 Download
352062 22. Sept. 2020 - 18:10:08 BetterWorkerRush win game_rules +3 10.189 00:04:32 Download
352061 22. Sept. 2020 - 18:07:12 WorthlessBot win game_rules +3 12.288 00:19:34 Download
352060 22. Sept. 2020 - 17:56:06 Spiny loss game_rules -2 12.820 00:08:05 Download
352059 22. Sept. 2020 - 17:50:38 Rusty win game_rules +3 14.376 00:11:50 Download
352058 22. Sept. 2020 - 17:36:30 Paul loss game_rules -5 12.036 00:05:58 Download
352057 22. Sept. 2020 - 17:31:38 ThreeWayLover win game_rules +3 13.094 00:10:54 Download
352056 22. Sept. 2020 - 17:23:55 Blunty none initialization_failure -- 0.000 00:00:00 Unavailable
352020 22. Sept. 2020 - 15:37:28 TyrP win game_rules +3 16.484 00:11:09 Download
351984 22. Sept. 2020 - 14:54:16 Snowbot win game_rules +3 10.936 00:07:20 Download
351947 22. Sept. 2020 - 12:54:15 Jensiiibot win game_rules +4 17.622 00:11:15 Download
351909 22. Sept. 2020 - 10:52:17 Kagamine loss game_rules -5 18.236 00:15:37 Download
351870 22. Sept. 2020 - 10:32:21 MicroMachine loss game_rules -1 10.827 00:10:30 Download
351747 22. Sept. 2020 - 05:14:45 AdditionalPylons win game_rules +3 13.631 00:08:00 Download
351830 22. Sept. 2020 - 04:24:00 ANIbot win game_rules +4 14.345 00:14:18 Download
351789 22. Sept. 2020 - 03:44:22 SharpenedEdge loss game_rules -2 9.808 00:07:55 Download