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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 1556 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
2631250 12 Feb. 24, 19:24 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2680658 17 March 24, 06:22 miniTerran Win Crash +4 0 00:00:00 Download —
2631249 12 Feb. 24, 15:26 Caninana None Initialization Failure 0 — 00:00:00 — —
1782711 16 June 23, 21:43 OctopusV3 None Initialization Failure 0 — 00:00:00 — —
2635690 15 Feb. 24, 05:46 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2631248 12 Feb. 24, 18:02 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2629942 12 Feb. 24, 04:13 Phobos None Initialization Failure 0 — 00:00:00 — —
2631247 12 Feb. 24, 13:38 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2631246 12 Feb. 24, 17:14 Eris None Initialization Failure 0 — 00:00:00 — —
1983590 24 Sept. 23, 20:44 bocik None Error 0 0 00:00:00 — —
2630745 12 Feb. 24, 21:37 Neonka None Initialization Failure 0 — 00:00:00 — —
2629867 12 Feb. 24, 09:01 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2629915 12 Feb. 24, 04:25 Crustacean None Initialization Failure 0 — 00:00:00 — —
2629849 12 Feb. 24, 06:19 Zozo None Initialization Failure 0 — 00:00:00 — —
2690132 22 March 24, 18:48 Muba None Initialization Failure 0 — 00:00:00 — —
2690685 22 March 24, 22:53 Eris None Initialization Failure 0 — 00:00:00 — —
2629900 12 Feb. 24, 08:50 PhantomTest None Initialization Failure 0 — 00:00:00 — —
2635645 15 Feb. 24, 03:49 MechaShark None Initialization Failure 0 — 00:00:00 — —
2520905 17 Dec. 23, 13:55 RustyTanks None Initialization Failure 0 — 00:00:00 — —
2520593 17 Dec. 23, 14:00 AthielBot None Initialization Failure 0 — 00:00:00 — —
2735630 20 April 24, 01:21 miniZerg None Initialization Failure 0 — 00:00:00 — —
2735730 20 April 24, 01:31 QTaRaKaNQ None Initialization Failure 0 — 00:00:00 — —
2681617 17 March 24, 17:28 Replicator None Initialization Failure 0 — 00:00:00 — —
2520893 17 Dec. 23, 15:17 BluntLurkers None Initialization Failure 0 — 00:00:00 — —
2520803 17 Dec. 23, 15:20 Adeptus None Initialization Failure 0 — 00:00:00 — —
2635787 15 Feb. 24, 02:05 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2635710 15 Feb. 24, 00:15 SharpShadows None Initialization Failure 0 — 00:00:00 — —
2521211 17 Dec. 23, 15:48 nida None Initialization Failure 0 — 00:00:00 — —
2521577 17 Dec. 23, 15:49 27turtles None Initialization Failure 0 — 00:00:00 — —
2635576 15 Feb. 24, 00:00 miniZerg None Initialization Failure 0 — 00:00:00 — —