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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 1561 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
2415522 28 Nov. 23, 01:21 t-bone Win Crash +1 0 00:00:00 Download —
1772493 09 June 23, 10:23 Visenya None Initialization Failure — — 00:00:00 — —
1785141 18 June 23, 09:32 Sharkling None Error 0 0 00:00:00 — —
1975926 21 Sept. 23, 05:56 smallBly None Initialization Failure 0 — 00:00:00 — —
1772720 09 June 23, 14:08 PhantomBot None Initialization Failure 0 — 00:00:00 — —
2771721 10 May 24, 12:27 VeTerran-revived Loss Crash -1 62 00:00:00 Download —
2687970 21 March 24, 19:46 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
1783949 17 June 23, 14:12 Roro None Initialization Failure 0 — 00:00:00 — —
2168706 28 Oct. 23, 00:03 One-Test Loss Crash -4 90 00:00:00 Download —
1785941 18 June 23, 17:57 Lissy Loss Crash — 94 00:00:00 — —
1839782 19 July 23, 14:42 LucidTJS None Error 0 0 00:00:00 — —
1760215 28 May 23, 12:31 2BaseAllinP None Initialization Failure — — 00:00:00 — —
1817036 06 July 23, 22:57 MechaShark — — 0 — 00:00:00 — —
1760216 28 May 23, 12:32 2BaseAllinP None Initialization Failure — — 00:00:00 — —
1768203 06 June 23, 00:27 nida None Initialization Failure — — 00:00:00 — —
1760217 28 May 23, 12:32 MadAI None Initialization Failure — — 00:00:00 — —
1760218 28 May 23, 12:33 LvlUp None Initialization Failure — — 00:00:00 — —
1760221 28 May 23, 12:36 WizardHat None Initialization Failure — — 00:00:00 — —
1760223 28 May 23, 12:36 sharpy-pvp-probot... None Initialization Failure — — 00:00:00 — —
1771673 08 June 23, 16:29 QueenBot Loss Crash — 0 00:00:00 — —
1875432 11 Aug. 23, 07:39 RustyTerran None Error 0 0 00:00:00 — —
1760227 28 May 23, 12:44 brrrr None Initialization Failure — — 00:00:00 — —
2711949 05 April 24, 13:31 Ketroc None Error 0 0 00:00:00 — —
2507658 12 Dec. 23, 15:54 QueenBot None Error 0 0 00:00:00 — —
2655626 28 Feb. 24, 17:15 miniZerg None Initialization Failure 0 — 00:00:00 — —
2711950 04 April 24, 22:42 Caninana None Error 0 0 00:00:00 — —
1760252 28 May 23, 13:25 One None Initialization Failure — — 00:00:00 — —
1760253 28 May 23, 13:25 sharpy-pvp-probot... None Initialization Failure — — 00:00:00 — —
1760261 28 May 23, 13:38 WizardHat None Initialization Failure — — 00:00:00 — —
2508556 13 Dec. 23, 00:26 Visenya None Error 0 0 00:00:00 — —