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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 -- 1654 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
271787 02. July 2020 - 16:00:22 Blunty loss game_rules -5 9.808 00:11:01 Download
271729 02. July 2020 - 14:48:09 Kagamine loss game_rules -5 14.178 00:12:51 Download
271708 02. July 2020 - 14:01:27 MicroMachine loss game_rules -1 8.766 00:10:32 Download
271686 02. July 2020 - 13:15:34 SharpenedEdge loss game_rules -4 6.968 00:08:10 Download
271663 02. July 2020 - 13:00:29 AdditionalPylons none initialization_failure -- 0.000 00:00:00 Unavailable
271639 02. July 2020 - 12:47:22 dantheman_3 none initialization_failure -- 0.000 00:00:00 Unavailable
271469 02. July 2020 - 06:25:17 Surge win game_rules +2 9.939 00:10:50 Download
271467 02. July 2020 - 06:18:22 BlinkerBot loss game_rules -2 7.706 00:07:30 Download
271468 02. July 2020 - 06:14:56 ANI_dev win game_rules +3 11.403 00:12:27 Download
271466 02. July 2020 - 06:07:18 spudde win game_rules +3 10.010 00:15:24 Download
271463 02. July 2020 - 06:00:15 Fire win game_rules +2 9.823 00:12:32 Download
271465 02. July 2020 - 05:52:58 TheHarvester loss game_rules -4 8.670 00:15:08 Download
271464 02. July 2020 - 05:40:32 RStrelok win game_rules +1 9.534 00:10:04 Download
271462 02. July 2020 - 05:34:38 TheGoldenArmada win game_rules +2 8.687 00:07:47 Download
271460 02. July 2020 - 05:31:09 Chance win game_rules +2 8.426 00:08:12 Download
271458 02. July 2020 - 05:25:58 BenBotBC win game_rules +3 10.740 00:13:58 Download
271461 02. July 2020 - 05:16:58 Popo win game_rules +2 8.237 00:08:30 Download
271459 02. July 2020 - 05:13:31 TyrZ loss game_rules -5 9.455 00:05:43 Download
271457 02. July 2020 - 05:09:18 Spiny win game_rules +5 11.214 00:09:48 Download
271456 02. July 2020 - 05:03:57 Rusty none initialization_failure -- 0.000 00:00:00 Unavailable
271455 02. July 2020 - 05:02:16 Paul win game_rules +3 7.166 00:08:27 Download
271454 02. July 2020 - 04:58:15 ThreeWayLover win game_rules +4 9.834 00:14:36 Download
271453 02. July 2020 - 04:50:04 BenBotv2 win game_rules +1 13.476 00:28:32 Download
271452 02. July 2020 - 04:31:00 Blunty win game_rules +3 11.361 00:11:00 Download
271433 02. July 2020 - 03:53:04 TyrP loss game_rules -5 9.527 00:14:56 Download
271414 02. July 2020 - 03:17:18 Jensiiibot loss game_rules -4 7.833 00:12:24 Download
271394 02. July 2020 - 03:08:57 Kagamine loss game_rules -5 13.390 00:17:16 Download
271373 02. July 2020 - 02:16:12 MicroMachine none initialization_failure -- 0.000 00:00:00 Unavailable
271304 02. July 2020 - 02:13:30 dantheman_3 loss game_rules -4 9.627 00:08:45 Download
271328 02. July 2020 - 01:58:28 AdditionalPylons win game_rules +3 10.896 00:10:06 Download