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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
275085 09. July 2020 - 06:58:38 NoyBoy win crash +1 13.870 00:27:15 Download
275084 09. July 2020 - 06:41:49 charge_zealot_rush_bot2 win crash +1 5.846 00:02:03 Download
275083 09. July 2020 - 06:40:37 Surge win game_rules +3 10.271 00:10:10 Download
275081 09. July 2020 - 06:34:12 BlinkerBot loss game_rules -2 9.164 00:11:49 Download
275080 09. July 2020 - 06:28:39 spudde loss game_rules -4 10.038 00:12:19 Download
275079 09. July 2020 - 06:20:39 TheHarvester loss game_rules -3 6.789 00:07:34 Download
275072 09. July 2020 - 06:15:30 BenBotBC win game_rules +3 11.085 00:20:03 Download
275078 09. July 2020 - 06:04:45 RStrelok win game_rules +3 10.171 00:07:39 Download
275077 09. July 2020 - 06:00:26 Fire win game_rules +2 7.342 00:07:29 Download
275076 09. July 2020 - 05:57:26 TheGoldenArmada win game_rules +3 8.315 00:06:54 Download
275075 09. July 2020 - 05:45:54 Popo win game_rules +2 9.288 00:08:41 Download
275074 09. July 2020 - 05:41:38 Chance none initialization_failure -- 0.000 00:00:00 Unavailable
275073 09. July 2020 - 05:39:53 TyrZ loss game_rules -5 8.425 00:05:36 Download
275067 09. July 2020 - 05:35:42 BenBotv2 win game_rules +1 10.188 00:11:31 Download
275071 09. July 2020 - 05:29:42 Spiny loss game_rules -3 9.724 00:14:41 Download
275070 09. July 2020 - 05:22:10 Rusty win game_rules +2 8.160 00:06:12 Download
275069 09. July 2020 - 05:17:50 Paul loss game_rules -3 9.111 00:05:59 Download
275068 09. July 2020 - 05:13:03 ThreeWayLover loss game_rules -3 8.646 00:12:47 Download
275066 09. July 2020 - 05:05:41 Blunty loss game_rules -4 9.786 00:12:24 Download
275022 09. July 2020 - 03:25:18 Jensiiibot loss game_rules -2 8.805 00:10:41 Download
275044 09. July 2020 - 03:05:29 TyrP loss game_rules -5 9.173 00:11:56 Download
274975 09. July 2020 - 02:56:26 MicroMachine loss game_rules -1 8.341 00:11:53 Download
274999 09. July 2020 - 02:42:36 Kagamine win crash +4 1691.689 00:00:00 Download
274950 09. July 2020 - 02:09:19 SharpenedEdge loss game_rules -2 6.031 00:07:58 Download
274897 09. July 2020 - 01:37:29 dantheman_3 loss game_rules -4 5.672 00:07:11 Download
274924 09. July 2020 - 01:19:05 AdditionalPylons win crash +4 780.603 00:00:00 Download
274692 08. July 2020 - 19:00:34 NoyBoy win crash +2 8.997 00:10:11 Download
274691 08. July 2020 - 18:56:14 charge_zealot_rush_bot2 loss game_rules -7 12.817 00:14:59 Download
274690 08. July 2020 - 18:46:13 Surge loss game_rules -6 9.754 00:15:22 Download
274688 08. July 2020 - 18:33:43 BlinkerBot loss game_rules -2 8.189 00:11:57 Download