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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 -- 1 1560 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
2687896 21 March 24, 12:48 norman None Error 0 — 00:00:00 — —
2735630 20 April 24, 01:21 miniZerg None Initialization Failure 0 — 00:00:00 — —
1834442 16 July 23, 17:55 LucidZJS — — 0 — 00:00:00 — —
2735730 20 April 24, 01:31 QTaRaKaNQ None Initialization Failure 0 — 00:00:00 — —
2727576 14 April 24, 23:24 miniTestikP — — — — 00:00:00 — —
1760216 28 May 23, 12:32 2BaseAllinP None Initialization Failure — — 00:00:00 — —
1760563 28 May 23, 21:43 SharpenedEdge None Initialization Failure — — 00:00:00 — —
2522436 18 Dec. 23, 04:05 RustyTanks None Initialization Failure 0 — 00:00:00 — —
1760218 28 May 23, 12:33 LvlUp None Initialization Failure — — 00:00:00 — —
2522431 18 Dec. 23, 04:03 Adeptus None Initialization Failure 0 — 00:00:00 — —
2522405 18 Dec. 23, 04:02 QueenBot None Initialization Failure 0 — 00:00:00 — —
1760562 28 May 23, 21:43 SharpenedEdge None Initialization Failure — — 00:00:00 — —
1817036 06 July 23, 22:57 MechaShark — — 0 — 00:00:00 — —
2522433 18 Dec. 23, 04:00 DadBotTest None Initialization Failure 0 — 00:00:00 — —
2522430 18 Dec. 23, 03:39 DragonCleavage None Initialization Failure 0 — 00:00:00 — —
2740428 22 April 24, 20:40 Clicadinha None Initialization Failure 0 — 00:00:00 — —
2522432 18 Dec. 23, 03:34 nida None Initialization Failure 0 — 00:00:00 — —
1760221 28 May 23, 12:36 WizardHat None Initialization Failure — — 00:00:00 — —
2529366 20 Dec. 23, 12:14 ANIbot None Initialization Failure — — 00:00:00 — —
1812033 03 July 23, 20:52 Chance None Initialization Failure 0 — 00:00:00 — —
1779303 14 June 23, 14:20 Roro None Initialization Failure 0 — 00:00:00 — —
2522437 18 Dec. 23, 03:29 BluntLurkers None Initialization Failure 0 — 00:00:00 — —
1779166 14 June 23, 14:21 Roro None Initialization Failure 0 — 00:00:00 — —
2529365 20 Dec. 23, 12:13 ANIbot None Initialization Failure — — 00:00:00 — —
2522426 18 Dec. 23, 03:25 27turtles None Initialization Failure 0 — 00:00:00 — —
2522385 18 Dec. 23, 02:36 Spuddle None Initialization Failure 0 — 00:00:00 — —
2522435 18 Dec. 23, 01:56 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2522440 18 Dec. 23, 01:34 SilverBio None Initialization Failure 0 — 00:00:00 — —
2522201 18 Dec. 23, 00:52 DadBotTest None Initialization Failure 0 — 00:00:00 — —
1745334 14 May 23, 17:34 LucidPJS None Initialization Failure — — 00:00:00 — —