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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 1558 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
1791000 21 June 23, 18:35 DominionDog Loss Crash -5 75 00:00:00 — —
2630140 12 Feb. 24, 05:17 Xena None Initialization Failure 0 — 00:00:00 — —
2629929 12 Feb. 24, 05:35 DadBotTest None Initialization Failure 0 — 00:00:00 — —
2629884 12 Feb. 24, 08:39 Apidae None Initialization Failure 0 — 00:00:00 — —
1767678 05 June 23, 16:48 nida None Initialization Failure — — 00:00:00 — —
2628689 12 Feb. 24, 00:33 SharpShadows None Initialization Failure 0 — 00:00:00 — —
2628771 12 Feb. 24, 00:30 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2628552 11 Feb. 24, 22:51 Neonka None Initialization Failure 0 — 00:00:00 — —
1771439 08 June 23, 16:30 Excess1972 Loss Crash -6 0 00:00:00 — —
2628806 11 Feb. 24, 21:15 PhantomTest None Initialization Failure 0 — 00:00:00 — —
2629063 12 Feb. 24, 01:59 ANIbot None Initialization Failure 0 — 00:00:00 — —
2629062 11 Feb. 24, 17:20 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2650035 25 Feb. 24, 04:28 miniZerg None Initialization Failure 0 — 00:00:00 — —
2629060 11 Feb. 24, 17:11 TyrT None Initialization Failure 0 — 00:00:00 — —
2629059 12 Feb. 24, 00:54 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
2629058 11 Feb. 24, 22:47 Zoe None Initialization Failure 0 — 00:00:00 — —
2629057 11 Feb. 24, 23:28 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2629056 11 Feb. 24, 20:44 Caninana None Initialization Failure 0 — 00:00:00 — —
2121358 19 Oct. 23, 03:43 Phobos None Initialization Failure 0 — 00:00:00 — —
2629055 12 Feb. 24, 00:43 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2629054 12 Feb. 24, 01:51 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2629053 11 Feb. 24, 20:06 Eris None Initialization Failure 0 — 00:00:00 — —
2629041 11 Feb. 24, 22:44 Xena None Initialization Failure 0 — 00:00:00 — —
2628752 12 Feb. 24, 00:48 Zozo None Initialization Failure 0 — 00:00:00 — —
2619515 05 Feb. 24, 22:48 TyrT Win Timeout +6 0 00:00:00 Download —
2628599 11 Feb. 24, 22:39 EvilZoe None Initialization Failure 0 — 00:00:00 — —
2627377 11 Feb. 24, 15:13 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2627647 11 Feb. 24, 14:35 Xena None Initialization Failure 0 — 00:00:00 — —
2210060 04 Nov. 23, 08:15 LucidZJS — — 0 — 00:00:00 — —
2651494 25 Feb. 24, 20:41 miniTerran None Initialization Failure 0 — 00:00:00 — —