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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 1546 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
1760228 28 May 23, 12:44 brrrr None Initialization Failure — — 00:00:00 — —
1745334 14 May 23, 17:34 LucidPJS None Initialization Failure — — 00:00:00 — —
2643336 20 Feb. 24, 17:14 t-bone None Error 0 0 00:00:00 — —
2747372 27 April 24, 17:54 Apidae — — — — 00:00:00 — —
1760224 28 May 23, 12:36 sharpy-pvp-probot... None Initialization Failure — — 00:00:00 — —
2641306 20 Feb. 24, 13:32 TyrT Win Timeout +6 0 00:00:00 Download —
2105119 16 Oct. 23, 01:59 LucidZJS — — 0 — 00:00:00 — —
1779834 14 June 23, 19:57 MilkWang1 None Initialization Failure — — 00:00:00 — —
2790091 19 May 24, 16:34 sharkbot None Initialization Failure 0 — 00:00:00 — —
1760222 28 May 23, 12:36 WizardHat None Initialization Failure — — 00:00:00 — —
1779166 14 June 23, 14:21 Roro None Initialization Failure 0 — 00:00:00 — —
1779303 14 June 23, 14:20 Roro None Initialization Failure 0 — 00:00:00 — —
1760555 28 May 23, 21:12 CaninanaV051 Win Game Rules — 0 00:00:00 — —
2507658 12 Dec. 23, 15:54 QueenBot None Error 0 0 00:00:00 — —
1760220 28 May 23, 12:35 wzh-test None Initialization Failure — — 00:00:00 — —
1760219 28 May 23, 12:35 wzh-test None Initialization Failure — — 00:00:00 — —
2680658 17 March 24, 06:22 miniTerran Win Crash +4 0 00:00:00 Download —
2638694 18 Feb. 24, 02:22 QueenBot — — — — 00:00:00 — —
1782270 16 June 23, 17:36 TrainingBot Win Crash +5 0 00:00:00 — —
1782238 16 June 23, 11:31 QueenBot Loss Crash — 0 00:00:00 — —
2508556 13 Dec. 23, 00:26 Visenya None Error 0 0 00:00:00 — —
2519240 16 Dec. 23, 13:17 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2520791 17 Dec. 23, 13:44 t-bone None Initialization Failure 0 — 00:00:00 — —
2520901 17 Dec. 23, 13:35 Visenya None Initialization Failure 0 — 00:00:00 — —
1782239 16 June 23, 11:31 QueenBot Loss Crash — 0 00:00:00 — —
2520628 17 Dec. 23, 13:50 QueenBot None Initialization Failure 0 — 00:00:00 — —
2520905 17 Dec. 23, 13:55 RustyTanks None Initialization Failure 0 — 00:00:00 — —
1782711 16 June 23, 21:43 OctopusV3 None Initialization Failure 0 — 00:00:00 — —
2520593 17 Dec. 23, 14:00 AthielBot None Initialization Failure 0 — 00:00:00 — —
2520814 17 Dec. 23, 15:16 SilverStalkerRush None Initialization Failure 0 — 00:00:00 — —