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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
18495 16 Dec. 19, 05:24 Jensiiibot Loss Crash 2 00:12:01
34888 28 Dec. 19, 07:22 TestBot Loss Game Rules 2 00:13:38
38244 30 Dec. 19, 11:15 TyrP Loss Crash 1 00:07:55
40006 31 Dec. 19, 13:46 TyrZ Win Game Rules 3 00:09:23
63100 17 Jan. 20, 07:16 TestBot Loss Game Rules 2 00:11:20
84351 03 Feb. 20, 08:43 TestBot Loss Game Rules 3 00:11:54
84360 03 Feb. 20, 09:57 TestBot Loss Game Rules 2 00:11:50
87043 05 Feb. 20, 05:45 TestBot Loss Game Rules 2 00:11:33
88222 06 Feb. 20, 08:30 dantheman_3 Win Game Rules 2 00:06:59
88645 07 Feb. 20, 02:28 A.L.E.R.T. 00:00:00
89076 07 Feb. 20, 09:12 A.L.E.R.T. Win Game Rules 2 00:06:41
89079 07 Feb. 20, 09:27 A.L.E.R.T. Win Game Rules 3 00:06:33
92438 09 Feb. 20, 20:12 A.L.E.R.T. Win Game Rules 2 00:06:16
92444 09 Feb. 20, 20:10 A.L.E.R.T. Win Game Rules 2 00:05:55
96146 11 Feb. 20, 20:09 A.L.E.R.T. Win Game Rules 2 00:06:20
108237 19 Feb. 20, 03:00 A.L.E.R.T. Win Game Rules 4 00:10:38
109150 19 Feb. 20, 11:50 A.L.E.R.T. Win Game Rules 1 00:06:27
110937 20 Feb. 20, 16:55 A.L.E.R.T. Win Game Rules 1 00:06:42
110941 20 Feb. 20, 16:47 A.L.E.R.T. Win Game Rules 2 00:11:43
110955 20 Feb. 20, 16:18 A.L.E.R.T. Win Game Rules 3 00:08:06
114915 23 Feb. 20, 11:21 Sharpy_MadAI Win Game Rules 2 00:07:51
116329 24 Feb. 20, 11:56 A.L.E.R.T. Win Game Rules 2 00:06:02
116831 24 Feb. 20, 19:03 A.L.E.R.T. Win Game Rules 3 00:10:29
117328 24 Feb. 20, 23:27 A.L.E.R.T. Win Game Rules 2 00:06:32
117857 25 Feb. 20, 09:59 A.L.E.R.T. Win Game Rules 2 00:09:18
127337 02 March 20, 03:03 A.L.E.R.T. Win Game Rules 9 00:06:14
127339 02 March 20, 04:33 A.L.E.R.T. Win Game Rules 9 00:06:10
131384 04 March 20, 13:39 A.L.E.R.T. Win Game Rules 8 00:07:34
131889 04 March 20, 18:35 RoachRush Win Game Rules 6 00:08:04
131913 05 March 20, 01:12 A.L.E.R.T. Win Game Rules 7 00:06:00