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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 -- 1641 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
274298 08. July 2020 - 04:22:34 spudde loss game_rules -5 8.636 00:11:23 Download
274297 08. July 2020 - 04:17:37 TheHarvester win game_rules +4 8.969 00:09:37 Download
274296 08. July 2020 - 04:10:35 RStrelok win game_rules +2 10.298 00:08:04 Download
274295 08. July 2020 - 04:04:21 Fire win game_rules +2 8.469 00:10:33 Download
274294 08. July 2020 - 03:59:54 TheGoldenArmada win game_rules +2 7.939 00:07:32 Download
274293 08. July 2020 - 03:56:29 Popo win game_rules +2 7.282 00:07:47 Download
274292 08. July 2020 - 03:53:17 Chance win game_rules +2 6.493 00:07:24 Download
274291 08. July 2020 - 03:50:14 TyrZ none initialization_failure -- 0.000 00:00:00 Unavailable
274288 08. July 2020 - 03:48:34 Rusty win game_rules +1 7.647 00:09:24 Download
274289 08. July 2020 - 03:42:02 Spiny win game_rules +5 9.232 00:11:48 Download
274284 08. July 2020 - 03:36:35 Blunty loss game_rules -5 9.755 00:10:48 Download
274286 08. July 2020 - 03:26:28 ThreeWayLover win game_rules +4 7.637 00:07:51 Download
274285 08. July 2020 - 03:22:41 BenBotv2 win crash +1 1621.570 00:00:00 Download
274287 08. July 2020 - 03:19:29 Paul win game_rules +4 8.912 00:07:32 Download
274263 08. July 2020 - 03:07:11 TyrP none initialization_failure -- 0.000 00:00:00 Unavailable
274220 08. July 2020 - 02:25:52 Kagamine none initialization_failure -- 0.000 00:00:00 Unavailable
274499 08. July 2020 - 01:31:30 BenBotBC loss game_rules -- 11.859 00:11:54 Download
274197 08. July 2020 - 01:22:59 MicroMachine loss game_rules -1 8.308 00:10:43 Download
274498 08. July 2020 - 01:12:57 BenBotBC win crash -- 1210.410 00:00:00 Download
274242 08. July 2020 - 01:12:29 Jensiiibot loss game_rules -3 8.441 00:09:44 Download
274173 08. July 2020 - 00:55:01 SharpenedEdge loss game_rules -2 5.741 00:07:41 Download
274148 08. July 2020 - 00:42:52 AdditionalPylons win game_rules +4 11.865 00:09:35 Download
274496 08. July 2020 - 00:23:21 BenBotBC win game_rules -- 12.188 00:18:11 Download
274122 07. July 2020 - 23:43:45 dantheman_3 loss game_rules -4 6.765 00:06:21 Download
274494 07. July 2020 - 23:35:18 BenBotBC win crash -- 1255.203 00:00:00 Download
273915 07. July 2020 - 17:08:27 NoyBoy win crash +3 9.022 00:09:20 Download
273912 07. July 2020 - 17:04:12 ANI_dev loss game_rules -5 9.350 00:13:39 Download
273914 07. July 2020 - 16:56:09 charge_zealot_rush_bot2 win crash +2 6.073 00:02:03 Download
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