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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 1525 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

Requested or In Progress Matches

Match ID Bot 1 Bot 2 Map Started at Assigned to
2805166 miniToss Raiden-p-bot SiteDelta512V2AIE 26. May 2024 - 22:49:43 arenaclient_003

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2628668 11 Feb. 24, 20:07 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2628806 11 Feb. 24, 21:15 PhantomTest None Initialization Failure 0 — 00:00:00 — —
2628552 11 Feb. 24, 22:51 Neonka None Initialization Failure 0 — 00:00:00 — —
2628851 11 Feb. 24, 23:24 Phobos None Initialization Failure 0 — 00:00:00 — —
2628771 12 Feb. 24, 00:30 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2628689 12 Feb. 24, 00:33 SharpShadows None Initialization Failure 0 — 00:00:00 — —
2629767 12 Feb. 24, 10:34 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2629788 12 Feb. 24, 05:24 SharpShadows None Initialization Failure 0 — 00:00:00 — —
2629884 12 Feb. 24, 08:39 Apidae None Initialization Failure 0 — 00:00:00 — —
2407693 26 Nov. 23, 23:32 t-bone Win Crash +4 0 00:00:00 Download —
1785141 18 June 23, 09:32 Sharkling None Error 0 0 00:00:00 — —
2629929 12 Feb. 24, 05:35 DadBotTest None Initialization Failure 0 — 00:00:00 — —
2407770 27 Nov. 23, 00:10 t-bone Win Crash +4 0 00:00:00 Download —
2630140 12 Feb. 24, 05:17 Xena None Initialization Failure 0 — 00:00:00 — —
2630152 12 Feb. 24, 05:18 Eris None Initialization Failure 0 — 00:00:00 — —
2630153 12 Feb. 24, 10:04 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2630154 12 Feb. 24, 12:04 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2643336 20 Feb. 24, 17:14 t-bone None Error 0 0 00:00:00 — —
2630155 12 Feb. 24, 08:55 Caninana None Initialization Failure 0 — 00:00:00 — —
2408588 27 Nov. 23, 02:40 t-bone Win Crash +3 0 00:00:00 Download —
2630156 12 Feb. 24, 06:57 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2630157 12 Feb. 24, 12:33 Zoe None Initialization Failure 0 — 00:00:00 — —
2630158 12 Feb. 24, 08:49 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
2630159 12 Feb. 24, 08:49 TyrT None Initialization Failure 0 — 00:00:00 — —
2630160 12 Feb. 24, 05:38 zigster None Initialization Failure 0 — 00:00:00 — —
2630161 12 Feb. 24, 05:12 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2630162 12 Feb. 24, 23:30 ANIbot None Initialization Failure 0 — 00:00:00 — —
2629808 12 Feb. 24, 04:03 PhantomBot None Initialization Failure 0 — 00:00:00 — —
1859415 31 July 23, 07:40 LucidZJS — — 0 — 00:00:00 — —
2629942 12 Feb. 24, 04:13 Phobos None Initialization Failure 0 — 00:00:00 — —