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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
347549 11. Sept. 2020 - 23:08:55 TyrT win game_rules +3 10.086 00:05:35 Download
347548 11. Sept. 2020 - 23:05:13 BlinkerBot loss game_rules -2 7.356 00:06:35 Download
347547 11. Sept. 2020 - 23:00:35 spudde loss game_rules -5 10.178 00:11:28 Download
347546 11. Sept. 2020 - 22:55:10 Noobgam2 win game_rules -- 13.547 00:10:10 Download
347545 11. Sept. 2020 - 22:49:00 TheHarvester loss game_rules -2 7.982 00:09:14 Download
347544 11. Sept. 2020 - 22:42:00 KAI win game_rules -- 11.874 00:07:02 Download
347543 11. Sept. 2020 - 22:37:35 Fire win game_rules +2 11.615 00:10:09 Download
347542 11. Sept. 2020 - 22:30:52 TheGoldenArmada loss game_rules -3 9.151 00:11:26 Download
347541 11. Sept. 2020 - 21:33:54 Popo win game_rules +1 14.391 00:10:58 Download
347540 11. Sept. 2020 - 21:26:44 Chance win game_rules +3 10.157 00:13:34 Download
347539 11. Sept. 2020 - 21:18:49 TyrZ win game_rules +3 14.085 00:10:06 Download
347538 11. Sept. 2020 - 21:11:40 BenBotBC win game_rules +4 13.481 00:13:07 Download
347537 11. Sept. 2020 - 21:03:39 BetterWorkerRush win game_rules +3 7.893 00:03:07 Download
347536 11. Sept. 2020 - 21:01:36 WorthlessBot win game_rules +3 7.996 00:07:34 Download
347535 11. Sept. 2020 - 20:58:25 Spiny loss game_rules -2 11.899 00:14:06 Download
347534 11. Sept. 2020 - 20:48:24 Rusty loss game_rules -4 12.537 00:19:11 Download
347533 11. Sept. 2020 - 20:25:32 Paul win game_rules +3 20.336 00:47:16 Download
347532 11. Sept. 2020 - 19:44:11 ThreeWayLover win game_rules +5 13.082 00:14:51 Download
347531 11. Sept. 2020 - 19:15:23 BenBotv2 win game_rules +1 13.048 00:10:53 Download
347530 11. Sept. 2020 - 19:07:24 Blunty none initialization_failure -- 0.000 00:00:00 Unavailable
347499 11. Sept. 2020 - 18:15:16 TyrP win game_rules +4 13.351 00:08:41 Download
347403 11. Sept. 2020 - 12:04:44 Kagamine loss game_rules -5 16.918 00:16:15 Download
347369 11. Sept. 2020 - 11:22:01 MicroMachine loss game_rules -1 7.955 00:09:19 Download
347468 11. Sept. 2020 - 10:48:08 Snowbot none initialization_failure -- 0.000 00:00:00 Unavailable
347436 11. Sept. 2020 - 09:44:19 Jensiiibot loss game_rules -4 11.019 00:11:38 Download
347334 11. Sept. 2020 - 06:05:00 ANIbot loss game_rules -4 13.165 00:16:57 Download
347298 11. Sept. 2020 - 05:27:50 SharpenedEdge loss game_rules -2 7.594 00:13:06 Download
347261 11. Sept. 2020 - 04:30:15 dantheman_3 win crash +4 0.000 00:00:00 Download
347229 10. Sept. 2020 - 17:14:02 WizardHat win game_rules -- 0.000 00:00:00 Download
346750 10. Sept. 2020 - 16:42:21 WizardHat none initialization_failure -- 0.000 00:00:00 Unavailable