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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
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
274689 08. July 2020 - 18:28:11 ANI_dev win game_rules +3 11.942 00:10:17 Download
274687 08. July 2020 - 18:21:38 spudde loss game_rules -5 8.466 00:13:02 Download
274685 08. July 2020 - 18:16:14 RStrelok loss game_rules -6 8.435 00:15:10 Download
274686 08. July 2020 - 18:07:44 TheHarvester loss game_rules -4 7.955 00:08:47 Download
274684 08. July 2020 - 18:01:14 Fire win game_rules +2 8.155 00:09:20 Download
274683 08. July 2020 - 17:57:31 TheGoldenArmada loss game_rules -6 8.752 00:11:01 Download
274682 08. July 2020 - 17:52:07 Popo win game_rules +2 8.129 00:08:27 Download
274681 08. July 2020 - 17:48:34 Chance win game_rules +3 5.400 00:20:43 Download
274679 08. July 2020 - 17:31:17 BenBotBC win crash +3 1655.767 00:00:00 Download
274680 08. July 2020 - 17:28:14 TyrZ win game_rules +3 12.216 00:11:47 Download
274678 08. July 2020 - 17:20:42 Spiny win game_rules +5 7.888 00:08:33 Download
274677 08. July 2020 - 17:17:06 Rusty win game_rules +2 9.598 00:06:18 Download
274676 08. July 2020 - 17:12:40 Paul loss game_rules -4 9.611 00:06:05 Download
274675 08. July 2020 - 17:09:14 ThreeWayLover loss game_rules -3 8.293 00:08:54 Download
274674 08. July 2020 - 17:02:47 BenBotv2 loss game_rules -7 14.022 00:24:52 Download
274673 08. July 2020 - 16:41:49 Blunty win game_rules +4 8.025 00:07:24 Download
274652 08. July 2020 - 16:03:48 TyrP none initialization_failure -- 0.000 00:00:00 Unavailable
274631 08. July 2020 - 14:39:57 Jensiiibot loss game_rules -3 11.995 00:15:40 Download
274609 08. July 2020 - 13:18:20 Kagamine tie game_rules -1 9.571 00:50:25 Download
274883 08. July 2020 - 12:35:50 BenBotBC loss game_rules -- 10.031 00:12:02 Download
274586 08. July 2020 - 12:33:49 MicroMachine loss game_rules -1 8.933 00:11:53 Download
274511 08. July 2020 - 12:26:31 dantheman_3 loss game_rules -4 7.608 00:07:35 Download
274562 08. July 2020 - 12:18:57 SharpenedEdge loss game_rules -2 7.463 00:09:09 Download
274537 08. July 2020 - 11:59:09 AdditionalPylons loss game_rules -5 9.049 00:12:04 Download
274302 08. July 2020 - 04:48:13 charge_zealot_rush_bot2 win game_rules +2 8.264 00:07:50 Download
274303 08. July 2020 - 04:39:35 NoyBoy win crash +2 8.881 00:11:29 Download
274301 08. July 2020 - 04:34:25 Surge none initialization_failure -- 0.000 00:00:00 Unavailable
274290 08. July 2020 - 04:32:34 BenBotBC win crash +2 1465.745 00:00:00 Download