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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
275764 10. July 2020 - 03:19:14 dantheman_3 loss game_rules -4 8.273 00:06:04 Download
275523 09. July 2020 - 20:10:19 sharkbot loss game_rules -5 7.991 00:06:58 Download
275522 09. July 2020 - 20:04:45 TyrT win game_rules +3 8.824 00:13:46 Download
275521 09. July 2020 - 19:57:57 NoyBoy win crash +1 8.669 00:09:13 Download
275520 09. July 2020 - 19:53:19 charge_zealot_rush_bot2 win game_rules +1 9.743 00:10:37 Download
275519 09. July 2020 - 19:48:32 Surge win game_rules +2 8.927 00:07:48 Download
275518 09. July 2020 - 19:43:43 ANI_dev win game_rules +3 9.532 00:11:00 Download
275515 09. July 2020 - 19:35:43 TheHarvester win game_rules +5 9.352 00:09:33 Download
275517 09. July 2020 - 19:28:17 BlinkerBot loss game_rules -2 7.621 00:06:41 Download
275516 09. July 2020 - 19:25:08 spudde win game_rules +3 9.448 00:09:28 Download
275513 09. July 2020 - 19:20:45 Fire win game_rules +2 8.804 00:07:39 Download
275514 09. July 2020 - 19:17:23 RStrelok win game_rules +3 9.325 00:07:15 Download
275512 09. July 2020 - 19:11:10 TheGoldenArmada loss game_rules -5 7.686 00:09:05 Download
275511 09. July 2020 - 19:07:07 Popo win game_rules +2 8.799 00:08:18 Download
275510 09. July 2020 - 19:03:14 Chance win game_rules +3 7.928 00:07:57 Download
275509 09. July 2020 - 18:59:44 TyrZ win game_rules +3 8.864 00:06:43 Download
275508 09. July 2020 - 18:55:46 BenBotBC none initialization_failure -- 0.000 00:00:00 Unavailable
275506 09. July 2020 - 18:53:08 Rusty loss game_rules -6 9.615 00:10:18 Download
275507 09. July 2020 - 18:42:55 Spiny loss game_rules -3 11.378 00:14:18 Download
275505 09. July 2020 - 18:34:23 Paul tie game_rules +1 6.468 00:13:27 Download
275504 09. July 2020 - 18:28:56 ThreeWayLover win game_rules +5 9.486 00:12:42 Download
275503 09. July 2020 - 18:22:12 BenBotv2 win game_rules +1 10.302 00:10:57 Download
275502 09. July 2020 - 18:16:17 Blunty none initialization_failure -- 0.000 00:00:00 Unavailable
275479 09. July 2020 - 17:46:01 TyrP loss game_rules -5 9.621 00:06:39 Download
275456 09. July 2020 - 17:20:10 Jensiiibot win game_rules +6 11.547 00:10:38 Download
275432 09. July 2020 - 16:20:22 Kagamine win game_rules +4 13.389 00:12:30 Download
275381 09. July 2020 - 15:24:14 SharpenedEdge loss game_rules -2 6.029 00:07:37 Download
275407 09. July 2020 - 15:13:38 MicroMachine loss game_rules -1 9.219 00:09:05 Download
275354 09. July 2020 - 15:02:32 AdditionalPylons win game_rules +4 11.939 00:12:35 Download
275326 09. July 2020 - 14:33:52 dantheman_3 loss game_rules -3 8.305 00:06:38 Download