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Raiden-p-bot

Details
Author Raiden
Race Protoss
Type python
Bot Zip --
Bot data --
Created 14. May 2023 - 17:30:44
Last Updated 22. Dec. 2023 - 10:11:45

Trophies
No trophies
Biography

Introduction

This is my first bot, I made this bot with the goal of implementing a Machine Learning algorithm.

I followed the steps suggested by Sentdex in his tutorial and started building a bot where the decision making is handled by the ML model while execution is scripted.

Specs

Bot made with Python and using Burny's framework as well as MapAnalyser for pathing.

The model was built with ~1000 wins against Very Hard AI. I prepared the input data by using docker image provided by BurnySC2 and running 10 containers playing at the same time. It took 48h to get the matches done. The training took 30 min on google colab to finish.

I used keras sequential model with 10 epochs, lr = 0.0001, batch size = 128, test size = 100, shuffle = True.

Rankings

Season Opened Closed Division ELO
Sc2 AI Arena 2024 Pre-Season 2 17. March 2024 - 01:11:31 -- 2 1518 Stats
Sc2 AI Arena 2024 Season 1 16. Feb. 2024 - 09:54:04 12. March 2024 - 13:37:03 2 1510 Stats
Sc2 AI Arena 2023 Pre-Season 3 26. Nov. 2023 - 18:04:37 15. Feb. 2024 - 21:37:58 1 1650 Stats
Sc2 AI Arena 2023 Season 2 13. June 2023 - 21:32:56 04. Nov. 2023 - 23:42:36 3 1463 Stats
Sc2 AI Arena Pre-season 2 31. May 2023 - 08:51:01 13. June 2023 - 08:04:04 3 1492 Stats

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2628599 11 Feb. 24, 22:39 EvilZoe None Initialization Failure 0 — 00:00:00 — —
2629057 11 Feb. 24, 23:28 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2628752 12 Feb. 24, 00:48 Zozo None Initialization Failure 0 — 00:00:00 — —
2628903 12 Feb. 24, 00:47 DadBot None Initialization Failure 0 — 00:00:00 — —
2629041 11 Feb. 24, 22:44 Xena None Initialization Failure 0 — 00:00:00 — —
2629053 11 Feb. 24, 20:06 Eris None Initialization Failure 0 — 00:00:00 — —
2629055 12 Feb. 24, 00:43 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2633534 14 Feb. 24, 06:24 Phobos None Initialization Failure 0 — 00:00:00 — —
2634456 14 Feb. 24, 11:27 Neonka None Initialization Failure 0 — 00:00:00 — —
2633243 14 Feb. 24, 01:22 Neonka None Initialization Failure 0 — 00:00:00 — —
1831300 15 July 23, 06:43 SilverBio None Error 0 0 00:00:00 — —
1781430 15 June 23, 22:58 MilkWang1 None Initialization Failure — — 00:00:00 — —
1881177 14 Aug. 23, 21:20 Apidae — — 0 — 00:00:00 — —
1881176 14 Aug. 23, 17:19 LucidZJS — — 0 — 00:00:00 — —
2633476 13 Feb. 24, 21:51 Apidae None Initialization Failure 0 — 00:00:00 — —
2633312 13 Feb. 24, 19:22 MechaShark None Initialization Failure 0 — 00:00:00 — —
2633507 13 Feb. 24, 18:24 Crustacean None Initialization Failure 0 — 00:00:00 — —
1887879 18 Aug. 23, 01:53 PhantomBot None Error 0 0 00:00:00 — —
2634480 14 Feb. 24, 13:16 sharkbot None Initialization Failure 0 — 00:00:00 — —
2102276 15 Oct. 23, 14:15 27turtles None Error 0 0 00:00:00 — —
1833327 15 July 23, 21:37 LucidTJS None Initialization Failure 0 — 00:00:00 — —
2629675 13 Feb. 24, 17:55 sharkbot None Initialization Failure 0 — 00:00:00 — —
2633290 13 Feb. 24, 17:32 EvilZoe None Initialization Failure 0 — 00:00:00 — —
2633749 13 Feb. 24, 16:30 Zoe None Initialization Failure 0 — 00:00:00 — —
2633357 13 Feb. 24, 16:27 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2684161 19 March 24, 00:38 Polymozggggg Win Crash +4 0 00:00:00 Download —
1772720 09 June 23, 14:08 PhantomBot None Initialization Failure 0 — 00:00:00 — —
1760261 28 May 23, 13:38 WizardHat None Initialization Failure — — 00:00:00 — —
2633753 13 Feb. 24, 18:53 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
1745334 14 May 23, 17:34 LucidPJS None Initialization Failure — — 00:00:00 — —