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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
276770 11. July 2020 - 07:20:09 MicroMachine loss game_rules -1 9.192 00:12:26 Download
276744 11. July 2020 - 07:07:13 SharpenedEdge none initialization_failure -- 0.000 00:00:00 Unavailable
276392 10. July 2020 - 23:45:06 Surge none initialization_failure -- 0.000 00:00:00 Unavailable
276396 10. July 2020 - 23:33:40 sharkbot win game_rules +3 10.333 00:07:59 Download
276395 10. July 2020 - 23:27:04 TyrT win game_rules +3 10.315 00:10:44 Download
276394 10. July 2020 - 23:20:56 NoyBoy loss game_rules -7 10.984 00:18:56 Download
276393 10. July 2020 - 23:11:03 charge_zealot_rush_bot2 win crash +1 6.550 00:02:03 Download
276391 10. July 2020 - 23:09:53 ANI_dev win game_rules +2 9.882 00:06:59 Download
276388 10. July 2020 - 23:05:30 TheHarvester loss game_rules -3 8.796 00:14:23 Download
276390 10. July 2020 - 22:53:02 BlinkerBot win game_rules +6 8.613 00:10:48 Download
276387 10. July 2020 - 22:48:19 RStrelok win game_rules +3 9.796 00:10:14 Download
276389 10. July 2020 - 22:43:11 spudde loss game_rules -5 9.709 00:13:16 Download
276386 10. July 2020 - 22:36:56 Fire win game_rules +2 9.073 00:10:32 Download
276384 10. July 2020 - 22:32:20 Popo loss game_rules -6 9.435 00:13:53 Download
276385 10. July 2020 - 22:24:16 TheGoldenArmada loss game_rules -4 7.686 00:08:58 Download
276383 10. July 2020 - 22:20:18 Chance win game_rules +3 6.977 00:07:57 Download
276379 10. July 2020 - 22:17:10 Rusty loss game_rules -5 8.213 00:09:28 Download
276382 10. July 2020 - 22:09:18 TyrZ win game_rules +3 7.968 00:06:39 Download
276380 10. July 2020 - 22:04:38 Spiny none initialization_failure -- 0.000 00:00:00 Unavailable
276378 10. July 2020 - 22:03:01 Paul loss game_rules -3 8.863 00:06:01 Download
276381 10. July 2020 - 21:59:37 BenBotBC loss game_rules -5 9.693 00:13:42 Download
276377 10. July 2020 - 21:50:30 ThreeWayLover win game_rules +5 10.118 00:10:10 Download
276376 10. July 2020 - 21:44:46 BenBotv2 win game_rules +1 9.844 00:11:55 Download
276375 10. July 2020 - 21:38:34 Blunty none initialization_failure -- 0.000 00:00:00 Unavailable
276352 10. July 2020 - 21:26:11 TyrP tie game_rules -1 9.997 01:00:00 Download
276329 10. July 2020 - 18:51:49 Jensiiibot loss game_rules -3 12.814 00:14:12 Download
276305 10. July 2020 - 17:43:58 Kagamine win crash +3 1308.029 00:00:00 Download
276227 10. July 2020 - 17:32:12 AdditionalPylons win game_rules +3 8.583 00:06:59 Download
276280 10. July 2020 - 17:23:54 MicroMachine loss game_rules -1 9.383 00:08:40 Download
276254 10. July 2020 - 17:09:25 SharpenedEdge loss game_rules -2 6.140 00:08:20 Download