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MadAI

Details
Author Madman
Race Protoss
Type python
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
Sc2 AI Arena Season 1 14. Feb. 2021 - 09:32:09 31. May 2021 - 23:00:00 1600 Stats
Sc2 AI Arena Pre-Season 31. Jan. 2021 - 12:00:00 14. Feb. 2021 - 18:52:54 1429 Stats
AI Arena - Season 2 23. June 2020 - 23:52:21 17. Jan. 2021 - 21:28:22 1789 Stats
AI Arena - Season 1 01. Dec. 2019 - 01:08:56 23. June 2020 - 14:39:48 1939 Stats

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay
463915 07. Feb. 2021 - 09:45:54 TheHarvester Loss Game Rules 23 00:14:00 Download
463913 07. Feb. 2021 - 09:33:41 TheHarvester Win Game Rules 19 00:10:58 Download
463917 07. Feb. 2021 - 09:04:59 TheHarvester Loss Game Rules 5 00:07:09 Download
463910 07. Feb. 2021 - 09:04:53 TheHarvester Loss Game Rules 16 00:09:52 Download
463914 07. Feb. 2021 - 09:03:52 TheHarvester Win Game Rules 7 00:09:37 Download
463912 07. Feb. 2021 - 09:03:14 TheHarvester Loss Game Rules 5 00:09:51 Download
463916 07. Feb. 2021 - 09:02:32 TheHarvester Win Game Rules 6 00:06:33 Download
463911 07. Feb. 2021 - 08:58:33 TheHarvester Loss Game Rules 6 00:10:27 Download
463909 07. Feb. 2021 - 08:57:51 TheHarvester Win Game Rules 15 00:07:38 Download
463908 07. Feb. 2021 - 08:52:16 TheHarvester Loss Game Rules 5 00:07:09 Download
458979 01. Feb. 2021 - 18:13:54 Rusty Loss Crash -2 00:00:00 Download
459060 01. Feb. 2021 - 17:19:22 Popo Loss Game Rules -3 8 00:04:59 Download
458965 01. Feb. 2021 - 16:53:19 Blunty Loss Game Rules -4 3 00:04:33 Download
458992 01. Feb. 2021 - 16:06:34 Excess1972 Loss Game Rules -4 3 00:16:28 Download
459042 01. Feb. 2021 - 15:56:10 BenBotBC Loss Crash -2 00:00:00 Download
459064 01. Feb. 2021 - 15:40:29 spudde Loss Game Rules -2 4 00:08:35 Download
458917 01. Feb. 2021 - 15:31:22 Tyr Loss Game Rules -2 9 00:07:29 Download
459069 01. Feb. 2021 - 15:16:23 LucidPJS Loss Game Rules -3 5 00:12:00 Download
458899 01. Feb. 2021 - 15:10:13 TyrT Loss Game Rules -2 6 00:07:38 Download
459067 01. Feb. 2021 - 14:35:16 LucidZJS Loss Game Rules -3 5 00:06:10 Download
458950 01. Feb. 2021 - 14:31:46 SharpenedEdge Loss Game Rules -2 5 00:28:01 Download
458880 01. Feb. 2021 - 13:46:56 TyrZ Loss Game Rules -2 6 00:04:31 Download
459025 01. Feb. 2021 - 13:39:05 QueenBot Loss Game Rules -3 7 00:09:41 Download
458934 01. Feb. 2021 - 13:25:40 TheHarvester Loss Crash -2 00:00:00 Download
459055 01. Feb. 2021 - 13:21:08 MicroMachine Loss Game Rules -1 5 00:05:49 Download
459049 01. Feb. 2021 - 13:14:18 BenBotv3 Loss Game Rules -3 10 00:12:34 Download
459034 01. Feb. 2021 - 13:02:22 Chance Loss Game Rules -3 8 00:01:55 Download
458860 01. Feb. 2021 - 12:55:10 TyrP Loss Game Rules -1 5 00:04:44 Download
459004 01. Feb. 2021 - 12:49:42 Jensiiibot Loss Crash -2 00:00:00 Download
459015 01. Feb. 2021 - 12:47:36 Spiny Loss Crash -1 00:00:00 Download