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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 1582 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
1771439 08 June 23, 16:30 Excess1972 Loss Crash -6 0 00:00:00 — —
1831300 15 July 23, 06:43 SilverBio None Error 0 0 00:00:00 — —
1782078 16 June 23, 11:30 Lissy Loss Crash -3 0 00:00:00 — —
2680658 17 March 24, 06:22 miniTerran Win Crash +4 0 00:00:00 Download —
1760555 28 May 23, 21:12 CaninanaV051 Win Game Rules — 0 00:00:00 — —
1760240 28 May 23, 13:08 MechaSharkPalacky Win Crash — 0 00:00:00 — —
2705192 01 April 24, 02:04 t-bone None Error 0 0 00:00:00 — —
2647727 24 Feb. 24, 02:49 miniTerran Win Crash +6 0 00:00:00 Download —
1760556 28 May 23, 21:12 CaninanaV051 Win Game Rules — 0 00:00:00 — —
1760557 28 May 23, 21:12 CaninanaV051 Win Game Rules — 0 00:00:00 — —
2641306 20 Feb. 24, 13:32 TyrT Win Timeout +6 0 00:00:00 Download —
2649759 24 Feb. 24, 23:20 miniTerran Win Crash +5 0 00:00:00 Download —
1782242 16 June 23, 11:32 QueenBot Loss Crash — 0 00:00:00 — —
1782241 16 June 23, 11:31 QueenBot Loss Crash — 0 00:00:00 — —
1782240 16 June 23, 11:31 QueenBot Loss Crash — 0 00:00:00 — —
2610403 31 Jan. 24, 12:19 Ender None Error 0 0 00:00:00 — —
1782270 16 June 23, 17:36 TrainingBot Win Crash +5 0 00:00:00 — —
1782144 16 June 23, 11:52 Ender Loss Crash -2 0 00:00:00 — —
1887879 18 Aug. 23, 01:53 PhantomBot None Error 0 0 00:00:00 — —
1839782 19 July 23, 14:42 LucidTJS None Error 0 0 00:00:00 — —
2619515 05 Feb. 24, 22:48 TyrT Win Timeout +6 0 00:00:00 Download —
1985617 25 Sept. 23, 20:53 RustyTanks None Error 0 0 00:00:00 — —
2643336 20 Feb. 24, 17:14 t-bone None Error 0 0 00:00:00 — —
1777372 12 June 23, 23:53 Visenya Loss Crash — 0 00:00:00 — —
1875432 11 Aug. 23, 07:39 RustyTerran None Error 0 0 00:00:00 — —
2695920 25 March 24, 12:50 Chance None Error 0 0 00:00:00 — —
1777366 12 June 23, 23:37 Visenya Loss Crash — 0 00:00:00 — —
1777369 12 June 23, 23:41 Visenya Loss Crash — 0 00:00:00 — —
2510393 13 Dec. 23, 17:48 Bombshaker None Error 0 0 00:00:00 — —
2694869 25 March 24, 01:12 AKal_R None Error 0 0 00:00:00 — —