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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 1551 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
2785542 miniToss Raiden-p-bot HardLead512V2AIE 17. May 2024 - 12:25:45 arenaclient_006

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2526941 19 Dec. 23, 21:34 SilverStalkerRush Loss Game Rules -6 9 00:09:23 Download —
1981733 24 Sept. 23, 09:12 nida Loss Game Rules -6 8 00:07:51 Download —
2691152 23 March 24, 08:21 nida Loss Game Rules -6 12 00:12:35 Download —
1838908 19 July 23, 08:27 SilverStalkerRush Loss Game Rules -6 7 00:10:21 — —
1899288 22 Aug. 23, 16:42 Visenya Loss Game Rules -6 12 00:19:23 — —
2432373 30 Nov. 23, 12:59 t-bone Loss Game Rules -6 10 00:10:08 Download —
1810722 03 July 23, 01:38 BlinkBot Loss Game Rules -6 11 00:15:33 — —
1940368 07 Sept. 23, 03:58 BlinkBot Loss Game Rules -6 7 00:12:07 — —
2671845 10 March 24, 11:38 nida Loss Game Rules -6 14 00:15:09 Download —
1838179 18 July 23, 23:28 TrainingBot Loss Game Rules -6 8 00:17:24 — —
2692261 23 March 24, 17:21 nida Loss Game Rules -6 12 00:13:21 Download —
1841653 20 July 23, 20:53 SilverStalkerRush Loss Game Rules -6 9 00:10:05 — —
2105113 15 Oct. 23, 21:41 TrainingBot Loss Game Rules -6 9 00:10:19 Download —
1776355 12 June 23, 07:21 LucidZJS Loss Game Rules -6 12 00:18:23 — —
1881110 15 Aug. 23, 01:37 Visenya Loss Game Rules -6 7 00:06:30 — —
2532751 21 Dec. 23, 21:05 SilverBio Loss Crash -6 35 00:51:55 Download —
2094869 13 Oct. 23, 21:12 nida Loss Game Rules -6 7 00:07:11 Download —
1985562 25 Sept. 23, 19:07 nida Loss Game Rules -6 7 00:11:42 Download —
1856235 29 July 23, 17:31 TrainingBot Loss Game Rules -6 9 00:10:22 — —
1848572 24 July 23, 22:04 LucidPJS Loss Game Rules -6 16 00:18:31 — —
1837233 18 July 23, 08:03 TrainingBot Loss Game Rules -6 10 00:11:45 — —
1792252 22 June 23, 17:34 BlinkBot Loss Game Rules -6 14 00:17:53 — —
2723081 11 April 24, 19:09 bot_fire_from_heaven Loss Game Rules -6 11 00:10:52 Download —
1857263 29 July 23, 23:03 TrainingBot Loss Game Rules -6 7 00:15:29 — —
1985607 25 Sept. 23, 15:10 BlinkBot Loss Game Rules -6 10 00:11:19 Download —
1791538 22 June 23, 07:12 BlinkBot Loss Game Rules -6 6 00:22:51 — —
1938725 06 Sept. 23, 01:59 LucidPJS Loss Game Rules -6 10 00:19:42 — —
1876846 12 Aug. 23, 05:17 SilverBio Loss Game Rules -6 7 00:15:57 — —
1839046 19 July 23, 09:57 TrainingBot Loss Game Rules -6 15 00:52:34 — —
1839848 19 July 23, 20:22 SilverStalkerRush Loss Game Rules -6 11 00:14:08 — —