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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 1545 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
2793171 miniTestikZ Raiden-p-bot Goldenaura512V2AIE 20. May 2024 - 22:33:26 arenaclient_003

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1987770 26 Sept. 23, 03:57 LucidPJS Win Game Rules +2 11 00:12:51 Download —
2077595 10 Oct. 23, 19:57 27turtles Win Game Rules +4 17 00:25:40 Download —
2094916 13 Oct. 23, 15:21 SilverBio Win Game Rules +2 8 00:09:09 Download —
2112923 17 Oct. 23, 03:56 nida Win Game Rules +3 15 00:16:27 Download —
2115697 17 Oct. 23, 21:50 t-bone Win Game Rules +6 12 00:12:29 Download —
2115782 17 Oct. 23, 22:27 zigster Win Game Rules +6 13 00:18:30 Download —
2124098 19 Oct. 23, 09:46 Chance Win Game Rules +6 18 00:12:53 Download —
2129534 20 Oct. 23, 20:54 BlinkBot Win Game Rules +2 17 00:30:56 Download —
2154687 25 Oct. 23, 12:52 t-bone Win Game Rules +4 17 00:11:25 Download —
2160386 26 Oct. 23, 04:08 SHIELD-TEST Win Game Rules +4 11 00:11:28 Download —
2163333 26 Oct. 23, 20:20 Ender Win Game Rules +4 10 00:11:22 Download —
2169208 27 Oct. 23, 16:26 SF4G Win Game Rules +5 13 00:16:37 Download —
2173084 28 Oct. 23, 15:07 zigster Win Game Rules +5 21 00:30:35 Download —
1912156 27 Aug. 23, 00:27 OssaviBot Win Game Rules +6 14 00:15:14 — —
1912100 27 Aug. 23, 09:56 Chance Win Game Rules +4 11 00:14:01 — —
1912146 27 Aug. 23, 01:42 Bombshaker Win Game Rules +6 12 00:10:34 — —
1912157 27 Aug. 23, 06:23 PhantomBot Win Game Rules +5 15 00:13:51 — —
2181284 30 Oct. 23, 00:32 One-Test Win Game Rules +5 10 00:21:31 Download —
1913773 27 Aug. 23, 12:36 SharpShadows Win Game Rules +6 12 00:11:23 — —
1913776 27 Aug. 23, 15:29 PhantomBot Win Game Rules +5 15 00:15:14 — —
2190215 31 Oct. 23, 20:38 72Tortoises Win Game Rules +4 18 00:24:46 Download —
2198667 02 Nov. 23, 03:43 SaShaBot Win Game Rules +5 14 00:18:42 Download —
2197956 02 Nov. 23, 13:10 Apidae Win Game Rules +4 15 00:18:13 Download —
1992647 27 Sept. 23, 08:11 Ender Win Game Rules +5 12 00:13:02 Download —
2206319 04 Nov. 23, 00:08 One-Test Win Game Rules +5 15 00:20:26 Download —
2210057 04 Nov. 23, 14:04 norman Win Game Rules +3 9 00:10:29 Download —
2210037 04 Nov. 23, 14:18 SilverBio Win Game Rules +2 8 00:09:43 Download —
2210052 04 Nov. 23, 14:28 DragonCleavage Win Game Rules 0 19 00:21:21 Download —
1996714 27 Sept. 23, 21:32 PhantomBot Win Game Rules +6 11 00:16:32 Download —
1966828 17 Sept. 23, 03:05 Blink Win Game Rules +4 11 00:12:06 — —