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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 -- 1 1580 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
2752432 Raiden-p-bot Xena Goldenaura512V2AIE 30. April 2024 - 14:10:47 arenaclient_003

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2619515 05 Feb. 24, 22:48 TyrT Win Timeout +6 0 00:00:00 Download —
1777366 12 June 23, 23:37 Visenya Loss Crash — 0 00:00:00 — —
2507658 12 Dec. 23, 15:54 QueenBot None Error 0 0 00:00:00 — —
1875432 11 Aug. 23, 07:39 RustyTerran None Error 0 0 00:00:00 — —
2680658 17 March 24, 06:22 miniTerran Win Crash +4 0 00:00:00 Download —
2705192 01 April 24, 02:04 t-bone None Error 0 0 00:00:00 — —
1777370 12 June 23, 23:42 Visenya Loss Crash — 0 00:00:00 — —
2658383 01 March 24, 06:10 miniTestAgrZ Win Crash +5 0 00:00:00 Download —
1777368 12 June 23, 23:40 Visenya Loss Crash — 0 00:00:00 — —
2508556 13 Dec. 23, 00:26 Visenya None Error 0 0 00:00:00 — —
1777367 12 June 23, 23:38 Visenya Loss Crash — 0 00:00:00 — —
1777372 12 June 23, 23:53 Visenya Loss Crash — 0 00:00:00 — —
2550721 28 Dec. 23, 20:28 TyrT Win Timeout +6 0 00:00:00 Download —
2643336 20 Feb. 24, 17:14 t-bone None Error 0 0 00:00:00 — —
2415522 28 Nov. 23, 01:21 t-bone Win Crash +1 0 00:00:00 Download —
1777373 12 June 23, 23:53 Visenya Loss Crash — 0 00:00:00 — —
1777374 12 June 23, 23:55 Visenya Loss Crash — 0 00:00:00 — —
1777375 12 June 23, 23:56 Visenya Loss Crash — 0 00:00:00 — —
2684161 19 March 24, 00:38 Polymozggggg Win Crash +4 0 00:00:00 Download —
1777371 12 June 23, 23:52 Visenya Loss Crash — 0 00:00:00 — —
2657460 29 Feb. 24, 20:10 TyrT Win Timeout +5 0 00:00:00 Download —
2641306 20 Feb. 24, 13:32 TyrT Win Timeout +6 0 00:00:00 Download —
2647727 24 Feb. 24, 02:49 miniTerran Win Crash +6 0 00:00:00 Download —
2410246 27 Nov. 23, 07:07 t-bone Win Crash +2 0 00:00:00 Download —
1777369 12 June 23, 23:41 Visenya Loss Crash — 0 00:00:00 — —
2695920 25 March 24, 12:50 Chance None Error 0 0 00:00:00 — —
1831300 15 July 23, 06:43 SilverBio None Error 0 0 00:00:00 — —
2512610 14 Dec. 23, 09:17 ANIbot None Error 0 0 00:00:00 — —
2409422 27 Nov. 23, 04:59 t-bone Win Crash +3 0 00:00:00 Download —
1760240 28 May 23, 13:08 MechaSharkPalacky Win Crash — 0 00:00:00 — —