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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 1573 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
1760222 28 May 23, 12:36 WizardHat None Initialization Failure — — 00:00:00 — —
2747372 27 April 24, 17:54 Apidae — — — — 00:00:00 — —
2530815 20 Dec. 23, 20:45 ANIbot None Initialization Failure — — 00:00:00 — —
2530814 20 Dec. 23, 20:45 ANIbot None Initialization Failure — — 00:00:00 — —
1760224 28 May 23, 12:36 sharpy-pvp-probot... None Initialization Failure — — 00:00:00 — —
2630159 12 Feb. 24, 08:49 TyrT None Initialization Failure 0 — 00:00:00 — —
2530813 20 Dec. 23, 20:45 ANIbot None Initialization Failure — — 00:00:00 — —
2630158 12 Feb. 24, 08:49 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
2630157 12 Feb. 24, 12:33 Zoe None Initialization Failure 0 — 00:00:00 — —
2530322 20 Dec. 23, 20:41 Eris None Initialization Failure 0 — 00:00:00 — —
2634480 14 Feb. 24, 13:16 sharkbot None Initialization Failure 0 — 00:00:00 — —
2632154 13 Feb. 24, 04:20 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2630156 12 Feb. 24, 06:57 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2530812 20 Dec. 23, 20:41 ANIbot None Initialization Failure — — 00:00:00 — —
2631248 12 Feb. 24, 18:02 Bombshaker None Initialization Failure 0 — 00:00:00 — —
1887879 18 Aug. 23, 01:53 PhantomBot None Error 0 0 00:00:00 — —
2530811 20 Dec. 23, 20:41 ANIbot None Initialization Failure — — 00:00:00 — —
2680698 17 March 24, 06:24 Replicator None Initialization Failure 0 — 00:00:00 — —
2530810 20 Dec. 23, 20:41 ANIbot None Initialization Failure — — 00:00:00 — —
2630155 12 Feb. 24, 08:55 Caninana None Initialization Failure 0 — 00:00:00 — —
2630154 12 Feb. 24, 12:04 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2632251 13 Feb. 24, 03:03 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2530781 20 Dec. 23, 20:38 ANIbot None Initialization Failure — — 00:00:00 — —
2530780 20 Dec. 23, 20:38 ANIbot None Initialization Failure — — 00:00:00 — —
2630153 12 Feb. 24, 10:04 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2530779 20 Dec. 23, 20:38 ANIbot None Initialization Failure — — 00:00:00 — —
2634503 14 Feb. 24, 19:11 EvilZoe None Initialization Failure 0 — 00:00:00 — —
2530176 20 Dec. 23, 19:12 SilverBio None Initialization Failure — — 00:00:00 — —
2630152 12 Feb. 24, 05:18 Eris None Initialization Failure 0 — 00:00:00 — —
2634525 14 Feb. 24, 09:13 MechaShark None Initialization Failure 0 — 00:00:00 — —