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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 1586 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
2752443 Raiden-p-bot miniToss SiteDelta512V2AIE 30. April 2024 - 12:24:42 arenaclient_005

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1864053 04 Aug. 23, 12:46 nida Loss Game Rules -8 12 00:15:49 — —
1876304 11 Aug. 23, 23:01 LucidZJS Loss Game Rules -8 8 00:14:19 — —
1853272 27 July 23, 18:22 nida Loss Game Rules -8 9 00:20:34 — —
2718890 09 April 24, 12:35 Brassbot Loss Game Rules -8 10 00:10:36 Download —
1879986 14 Aug. 23, 04:46 LucidZJS Loss Game Rules -8 9 00:26:43 — —
1874496 10 Aug. 23, 08:57 nida Loss Game Rules -8 10 00:13:54 — —
1847400 24 July 23, 06:55 nida Loss Game Rules -8 10 00:13:19 — —
1862939 03 Aug. 23, 23:06 nida Loss Game Rules -8 8 00:09:39 — —
1871475 09 Aug. 23, 00:12 LucidZJS Loss Game Rules -8 9 00:12:47 — —
2515224 15 Dec. 23, 04:41 AthielBot Loss Game Rules -8 13 00:15:57 Download —
1846450 23 July 23, 19:08 nida Loss Game Rules -8 10 00:18:08 — —
1849361 25 July 23, 10:37 nida Loss Game Rules -8 10 00:17:03 — —
1856237 29 July 23, 15:42 LucidZJS Loss Game Rules -8 15 00:16:54 — —
1842612 21 July 23, 08:19 nida Loss Game Rules -8 8 00:18:25 — —
1837052 18 July 23, 00:58 nida Loss Game Rules -8 9 00:10:37 — —
1815689 05 July 23, 22:21 LucidPJS Loss Game Rules -7 13 00:14:33 — —
2520708 17 Dec. 23, 12:15 SilverHydra Loss Game Rules -7 9 00:13:54 Download —
1864056 04 Aug. 23, 17:56 LucidZJS Loss Game Rules -7 12 00:15:56 — —
1823344 10 July 23, 12:07 nida Loss Game Rules -7 7 00:18:55 — —
2538290 24 Dec. 23, 02:54 SilverHydra Loss Game Rules -7 13 00:13:36 Download —
2708369 02 April 24, 13:11 bot_fire_from_heaven Loss Game Rules -7 11 00:10:03 Download —
2414662 27 Nov. 23, 22:35 t-bone Loss Game Rules -7 12 00:14:49 Download —
1814287 05 July 23, 07:24 BlinkBot Loss Game Rules -7 12 00:11:56 — —
1886601 17 Aug. 23, 08:44 nida Loss Game Rules -7 7 00:08:49 — —
2539113 24 Dec. 23, 09:05 SilverHydra Loss Game Rules -7 13 00:11:15 Download —
1836303 17 July 23, 21:53 BlinkBot Loss Game Rules -7 8 00:09:27 — —
1809681 02 July 23, 08:17 nida Loss Game Rules -7 9 00:07:33 — —
2541628 25 Dec. 23, 08:54 nida Loss Crash -7 24 00:47:23 Download —
2539120 24 Dec. 23, 10:29 nida Loss Game Rules -7 13 00:20:49 Download —
2421693 29 Nov. 23, 00:31 t-bone Loss Game Rules -7 9 00:12:57 Download —