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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 21. April 2020 - 17:50:50

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 -- 1644 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
273913 07. July 2020 - 16:55:01 Surge win game_rules +2 10.874 00:15:17 Download
273911 07. July 2020 - 16:44:11 BlinkerBot none initialization_failure -- 0.000 00:00:00 Unavailable
273909 07. July 2020 - 16:42:22 TheHarvester loss game_rules -4 7.128 00:08:17 Download
273906 07. July 2020 - 16:36:17 TheGoldenArmada win game_rules +2 9.266 00:10:06 Download
273910 07. July 2020 - 16:31:33 spudde loss game_rules -5 8.544 00:13:26 Download
273908 07. July 2020 - 16:25:51 RStrelok win game_rules +2 9.423 00:06:35 Download
273907 07. July 2020 - 16:21:58 Fire none initialization_failure -- 0.000 00:00:00 Unavailable
273903 07. July 2020 - 16:20:55 TyrZ win game_rules +3 7.766 00:07:08 Download
273905 07. July 2020 - 15:37:36 Popo win game_rules +2 7.976 00:08:35 Download
273904 07. July 2020 - 15:32:47 Chance win game_rules +2 7.160 00:06:44 Download
273902 07. July 2020 - 15:27:21 BenBotBC win game_rules +3 11.387 00:13:56 Download
273900 07. July 2020 - 15:18:48 Rusty win game_rules +1 7.862 00:06:33 Download
273901 07. July 2020 - 15:14:30 Spiny loss game_rules -3 12.022 00:12:58 Download
273896 07. July 2020 - 15:07:26 Blunty none initialization_failure -- 0.000 00:00:00 Unavailable
273899 07. July 2020 - 15:05:57 Paul loss game_rules -4 8.650 00:05:56 Download
273898 07. July 2020 - 15:02:35 ThreeWayLover win game_rules +4 11.118 00:16:19 Download
273897 07. July 2020 - 14:52:37 BenBotv2 none initialization_failure -- 0.000 00:00:00 Unavailable
273875 07. July 2020 - 14:24:00 TyrP none initialization_failure -- 0.000 00:00:00 Unavailable
273854 07. July 2020 - 14:21:13 Jensiiibot loss game_rules -3 11.426 00:11:55 Download
273832 07. July 2020 - 13:28:03 Kagamine loss game_rules -5 13.059 00:16:01 Download
273785 07. July 2020 - 12:30:24 SharpenedEdge loss game_rules -2 6.194 00:07:21 Download
273760 07. July 2020 - 12:20:04 AdditionalPylons win game_rules +3 11.516 00:13:55 Download
273809 07. July 2020 - 11:56:14 MicroMachine loss game_rules -1 8.767 00:11:24 Download
273734 07. July 2020 - 11:20:43 dantheman_3 loss game_rules -4 9.012 00:10:00 Download
273520 07. July 2020 - 04:55:52 Surge win game_rules +2 10.064 00:07:54 Download
273521 07. July 2020 - 04:43:31 charge_zealot_rush_bot2 win game_rules +3 11.584 00:09:33 Download
273519 07. July 2020 - 04:36:46 ANI_dev win game_rules +3 9.907 00:11:57 Download
273518 07. July 2020 - 04:30:26 BlinkerBot loss game_rules -2 8.749 00:12:19 Download
273517 07. July 2020 - 04:24:29 spudde win game_rules +4 9.858 00:11:37 Download
273516 07. July 2020 - 04:19:10 TheHarvester win game_rules +4 10.266 00:09:25 Download