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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
3rd place - SC2 AI Season 8 Tournament
3rd place - SC2 AI Season 10 Ladder
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 Division ELO
Sc2 AI Arena Season 1 14. Feb. 2021 - 09:32:09 01. June 2021 - 23:50:42 1 1600 Stats
AI Arena - Season 2 23. June 2020 - 23:52:21 17. Jan. 2021 - 21:28:22 1 1789 Stats
AI Arena - Season 1 01. Dec. 2019 - 01:08:56 23. June 2020 - 14:39:48 1 1939 Stats

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
363003 14 Oct. 20, 23:48 BenBotBC Loss Game Rules 12 00:14:20
363001 14 Oct. 20, 20:15 BenBotBC Win Game Rules 15 00:09:02
362976 14 Oct. 20, 04:27 Ketroc Win Game Rules 13 00:12:22
358090 05 Oct. 20, 11:12 BenBotBC Win Game Rules 13 00:11:07
358085 05 Oct. 20, 01:42 BenBotBC Win Crash 00:00:00
358081 04 Oct. 20, 21:40 sharkbot None Initialization Failure 0 00:00:00
356956 01 Oct. 20, 10:25 RookieBot Win Game Rules 14 00:08:50
355886 29 Sept. 20, 04:31 AdditionalPylons Win Game Rules 18 00:25:48
354777 26 Sept. 20, 13:35 DroneDrill Loss Game Rules 10 00:03:27
353734 25 Sept. 20, 23:35 RStrelok Win Game Rules 13 00:15:35
352705 23 Sept. 20, 00:27 BenBotBC Win Game Rules 16 00:15:56
352704 22 Sept. 20, 23:22 BenBotBC Win Game Rules 14 00:13:02
352700 22 Sept. 20, 19:50 RStrelok Loss Game Rules 14 00:10:08
351694 21 Sept. 20, 21:12 RStrelok Win Game Rules 12 00:06:40
351692 21 Sept. 20, 18:52 RStrelok Loss Game Rules 13 00:11:25
351691 21 Sept. 20, 18:43 RStrelok Win Game Rules 15 00:11:55
350723 18 Sept. 20, 20:19 Ketroc None Initialization Failure 0 00:00:00
347229 10 Sept. 20, 17:13 WizardHat Win Game Rules 00:00:00
347223 10 Sept. 20, 16:34 EmptySeatTest Win Crash 00:00:00
334830 30 Aug. 20, 23:39 BenBotBC Win Game Rules 12 00:11:32
334808 30 Aug. 20, 22:33 BenBotBC Win Game Rules 13 00:10:26
334773 30 Aug. 20, 20:27 BenBotBC Win Game Rules 11 00:09:37
334745 30 Aug. 20, 19:00 BenBotBC None Initialization Failure 0 00:00:00
333875 30 Aug. 20, 17:54 BenBotBC None Initialization Failure 0 00:00:00
333871 30 Aug. 20, 17:50 BenBotBC Win Crash 00:00:00
333869 30 Aug. 20, 17:23 BenBotBC Win Game Rules 13 00:09:56
333864 30 Aug. 20, 16:39 BenBotBC None Initialization Failure 0 00:00:00
333855 30 Aug. 20, 15:59 BenBotBC Win Crash 00:00:00
329587 27 Aug. 20, 23:24 BenBotBC Tie Game Rules 12 01:00:00
328844 27 Aug. 20, 19:51 BenBotBC Win Game Rules 15 00:24:30