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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 -- 1766 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
354114 27. Sept. 2020 - 06:26:48 WorthlessBot win game_rules +3 11.724 00:07:16 Download
354113 27. Sept. 2020 - 06:17:25 Spiny loss game_rules -3 14.292 00:09:44 Download
354112 27. Sept. 2020 - 06:09:52 Rusty win game_rules +3 13.592 00:13:20 Download
354111 27. Sept. 2020 - 05:55:20 Paul loss game_rules -5 14.103 00:06:20 Download
354110 27. Sept. 2020 - 05:49:16 ThreeWayLover win game_rules +4 14.136 00:10:20 Download
354109 27. Sept. 2020 - 05:41:53 Blunty loss game_rules -6 14.112 00:11:19 Download
354072 27. Sept. 2020 - 02:35:40 TyrP loss game_rules -5 12.939 00:11:25 Download
353997 27. Sept. 2020 - 00:47:00 Jensiiibot win game_rules +4 15.748 00:15:12 Download
354035 26. Sept. 2020 - 23:50:23 Snowbot win game_rules +3 14.560 00:11:29 Download
353958 26. Sept. 2020 - 19:50:48 Kagamine win game_rules +3 19.215 00:13:29 Download
353918 26. Sept. 2020 - 19:25:23 MicroMachine loss game_rules -1 10.251 00:07:18 Download
353877 26. Sept. 2020 - 15:39:56 ANIbot win game_rules +4 16.268 00:08:04 Download
354777 26. Sept. 2020 - 13:38:16 DroneDrill loss game_rules -- 10.926 00:03:27 Download
353835 26. Sept. 2020 - 12:33:38 SharpenedEdge loss game_rules -2 8.589 00:08:35 Download
353792 26. Sept. 2020 - 11:41:48 AdditionalPylons win game_rules +3 10.988 00:07:53 Download
353748 26. Sept. 2020 - 08:28:37 dantheman_3 loss game_rules -5 11.031 00:07:08 Download
353734 25. Sept. 2020 - 23:46:12 RStrelok win game_rules -- 13.631 00:15:35 Download
353119 25. Sept. 2020 - 05:13:06 Fidolina win game_rules +2 12.220 00:12:10 Download
353118 25. Sept. 2020 - 05:03:59 NikbotLearns tie game_rules -3 16.925 00:19:53 Download
353117 25. Sept. 2020 - 04:51:18 NewBy win game_rules +1 12.910 00:07:07 Download
353116 25. Sept. 2020 - 04:46:20 BenBotv3 win game_rules +1 14.536 00:11:25 Download
353115 25. Sept. 2020 - 04:38:16 Bombshaker win game_rules +2 13.919 00:09:44 Download
353114 25. Sept. 2020 - 04:31:43 Excess1972 win game_rules +1 12.226 00:06:53 Download
353113 25. Sept. 2020 - 04:25:35 EmptySeat win game_rules -- 9.863 00:06:13 Download
353112 25. Sept. 2020 - 04:22:16 WizardHat win crash +2 16.383 00:12:50 Download
353111 25. Sept. 2020 - 04:10:48 DoogieHowitzer win game_rules +3 12.960 00:07:39 Download
353110 25. Sept. 2020 - 04:06:12 Zerg001 win game_rules +1 11.658 00:07:41 Download
353109 25. Sept. 2020 - 04:01:26 BaronessZuli tie game_rules -3 13.833 00:20:16 Download
353108 25. Sept. 2020 - 03:47:33 Tyr win game_rules +3 14.438 00:08:45 Download
353107 25. Sept. 2020 - 03:37:11 sharpy_PVP_EZ win game_rules +3 12.293 00:08:56 Download