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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 1580 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
2066344 08 Oct. 23, 09:41 t-bone None Error 0 — 00:00:00 — —
2522439 18 Dec. 23, 02:32 SilverHydra None Initialization Failure 0 — 00:00:00 — —
2612418 01 Feb. 24, 09:32 DadBot None Initialization Failure 0 — 00:00:00 — —
2611440 01 Feb. 24, 03:46 DadBot None Initialization Failure 0 — 00:00:00 — —
2572544 06 Jan. 24, 08:22 Zoe None Initialization Failure 0 — 00:00:00 — —
2572511 06 Jan. 24, 07:08 zigster None Initialization Failure 0 — 00:00:00 — —
1782711 16 June 23, 21:43 OctopusV3 None Initialization Failure 0 — 00:00:00 — —
2655626 28 Feb. 24, 17:15 miniZerg None Initialization Failure 0 — 00:00:00 — —
2187054 31 Oct. 23, 05:25 SF4G None Error 0 — 00:00:00 — —
1782282 16 June 23, 16:49 Lissy None Initialization Failure 0 — 00:00:00 — —
2572479 06 Jan. 24, 07:10 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2572389 06 Jan. 24, 06:49 EvilZoe None Initialization Failure 0 — 00:00:00 — —
1782242 16 June 23, 11:32 QueenBot Loss Crash — 0 00:00:00 — —
1745334 14 May 23, 17:34 LucidPJS None Initialization Failure — — 00:00:00 — —
2572268 06 Jan. 24, 03:34 PhantomBot — — — — 00:00:00 — —
1782241 16 June 23, 11:31 QueenBot Loss Crash — 0 00:00:00 — —
1782240 16 June 23, 11:31 QueenBot Loss Crash — 0 00:00:00 — —
1782270 16 June 23, 17:36 TrainingBot Win Crash +5 0 00:00:00 — —
2610407 31 Jan. 24, 12:54 DadBot None Initialization Failure 0 — 00:00:00 — —
2574747 09 Jan. 24, 11:49 SharpShadows None Initialization Failure 0 — 00:00:00 — —
2658383 01 March 24, 06:10 miniTestAgrZ Win Crash +5 0 00:00:00 Download —
1760563 28 May 23, 21:43 SharpenedEdge None Initialization Failure — — 00:00:00 — —
1963832 16 Sept. 23, 02:43 smallBly None Initialization Failure 0 — 00:00:00 — —
1779483 14 June 23, 14:56 Roro None Initialization Failure 0 — 00:00:00 — —
1791203 21 June 23, 18:21 MadBot None Initialization Failure — — 00:00:00 — —
2755953 02 May 24, 22:54 EPNRoach None Initialization Failure 0 — 00:00:00 — —
1791204 21 June 23, 18:23 12PoolBot Loss Crash — 86 00:00:00 — —
2575857 10 Jan. 24, 15:06 Xena None Initialization Failure 0 — 00:00:00 — —
1785941 18 June 23, 17:57 Lissy Loss Crash — 94 00:00:00 — —
1760562 28 May 23, 21:43 SharpenedEdge None Initialization Failure — — 00:00:00 — —