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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 -- 1640 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
277217 11. July 2020 - 20:45:39 MicroMachine loss game_rules -1 9.401 00:08:53 Download
277164 11. July 2020 - 20:36:14 AdditionalPylons win game_rules +4 12.553 00:11:02 Download
276886 11. July 2020 - 12:48:19 sharkbot loss game_rules -5 7.680 00:07:03 Download
276885 11. July 2020 - 12:44:25 TyrT win game_rules +3 10.763 00:10:24 Download
276884 11. July 2020 - 12:36:50 NoyBoy win crash +1 9.959 00:09:11 Download
276883 11. July 2020 - 12:32:22 charge_zealot_rush_bot2 win game_rules +1 7.628 00:07:50 Download
276882 11. July 2020 - 12:29:14 Surge win game_rules +2 10.815 00:11:16 Download
276881 11. July 2020 - 12:20:53 ANI_dev win game_rules +3 11.031 00:09:32 Download
276874 11. July 2020 - 12:14:40 Popo none initialization_failure -- 0.000 00:00:00 Unavailable
276880 11. July 2020 - 12:12:52 BlinkerBot loss game_rules -2 7.283 00:06:35 Download
276879 11. July 2020 - 12:09:50 spudde loss game_rules -5 9.594 00:13:45 Download
276878 11. July 2020 - 12:03:15 TheHarvester loss game_rules -3 8.924 00:11:14 Download
276877 11. July 2020 - 11:54:01 RStrelok win game_rules +3 9.979 00:10:03 Download
276876 11. July 2020 - 11:48:42 Fire win game_rules +2 7.576 00:07:41 Download
276875 11. July 2020 - 11:43:44 TheGoldenArmada loss game_rules -3 8.231 00:08:13 Download
276873 11. July 2020 - 11:39:47 Chance win game_rules +3 6.786 00:07:58 Download
276872 11. July 2020 - 11:36:40 TyrZ win game_rules +3 10.094 00:07:08 Download
276870 11. July 2020 - 11:32:19 Spiny loss game_rules -4 11.089 00:11:10 Download
276871 11. July 2020 - 11:25:53 BenBotBC none initialization_failure -- 0.000 00:00:00 Unavailable
276869 11. July 2020 - 11:24:06 Rusty loss game_rules -5 7.361 00:09:18 Download
276868 11. July 2020 - 11:16:41 Paul loss game_rules -3 10.114 00:06:28 Download
276867 11. July 2020 - 11:12:56 ThreeWayLover loss game_rules -3 7.608 00:08:06 Download
276866 11. July 2020 - 11:08:21 BenBotv2 none initialization_failure -- 0.000 00:00:00 Unavailable
276865 11. July 2020 - 11:06:46 Blunty loss game_rules -4 10.021 00:12:37 Download
276842 11. July 2020 - 10:35:55 TyrP loss game_rules -5 8.642 00:11:06 Download
276819 11. July 2020 - 10:07:03 Jensiiibot none initialization_failure -- 0.000 00:00:00 Unavailable
276795 11. July 2020 - 07:53:27 Kagamine win crash +3 1864.933 00:00:00 Download
276689 11. July 2020 - 07:35:06 dantheman_3 loss game_rules -4 7.405 00:06:09 Download
276717 11. July 2020 - 07:28:19 AdditionalPylons win game_rules +3 9.707 00:10:36 Download
276770 11. July 2020 - 07:20:09 MicroMachine loss game_rules -1 9.192 00:12:26 Download