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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 1555 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
2793222 miniToss Raiden-p-bot Equilibrium512V2AIE 21. May 2024 - 00:31:33 arenaclient_005

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1795848 24 June 23, 12:00 BenBotBC Loss Game Rules -2 6 00:11:15 — —
1837245 18 July 23, 02:55 t-bone Loss Game Rules -4 12 00:18:38 — —
1782956 17 June 23, 00:43 QueenBot Loss Game Rules -3 9 00:13:22 — —
1782887 17 June 23, 02:08 TrainingBot Loss Game Rules -4 9 00:10:38 — —
1920633 30 Aug. 23, 01:31 t-bone Loss Game Rules -4 13 00:13:54 — —
1920627 30 Aug. 23, 02:05 SF4G Loss Game Rules -3 6 00:11:35 — —
1920631 30 Aug. 23, 02:46 SaShaBot Loss Game Rules -4 9 00:07:50 — —
1920632 30 Aug. 23, 04:25 Phobos Loss Game Rules -2 6 00:09:06 — —
1920628 30 Aug. 23, 11:05 PerilousProtossBot Loss Game Rules -3 7 00:06:38 — —
1920639 30 Aug. 23, 09:29 OssaviBot Loss Game Rules -2 8 00:10:35 — —
2077577 11 Oct. 23, 02:24 t-bone Loss Game Rules -3 8 00:13:21 Download —
1918694 29 Aug. 23, 20:24 Apidae Loss Game Rules -4 9 00:13:51 — —
1918693 29 Aug. 23, 09:59 OctopusV3 Loss Game Rules -2 7 00:06:31 — —
2509151 13 Dec. 23, 00:50 QueenBot Loss Game Rules -5 10 00:12:44 Download —
2509335 13 Dec. 23, 01:27 Visenya Loss Game Rules -5 12 00:09:58 Download —
1836295 17 July 23, 21:06 SaShaBot Loss Game Rules -3 9 00:18:01 — —
1836310 17 July 23, 22:11 Ender Loss Game Rules -3 7 00:06:38 — —
1836311 17 July 23, 14:24 Visenya Loss Game Rules -3 8 00:10:52 — —
1780582 15 June 23, 07:17 norman Loss Game Rules -2 9 00:12:33 — —
1918687 29 Aug. 23, 10:14 zigster Loss Game Rules -3 7 00:08:59 — —
1918680 29 Aug. 23, 10:48 Sajuuk Loss Game Rules -3 10 00:10:55 — —
1918684 29 Aug. 23, 12:49 Phobos Loss Game Rules -2 6 00:08:36 — —
1918677 29 Aug. 23, 13:10 ANIbot Loss Game Rules -2 13 00:25:47 — —
1918674 29 Aug. 23, 16:43 smallBly Loss Game Rules -2 5 00:08:36 — —
1918689 29 Aug. 23, 17:30 Ender Loss Game Rules -3 6 00:07:48 — —
1918688 29 Aug. 23, 17:36 QueenBot Loss Game Rules -3 9 00:13:06 — —
1918676 29 Aug. 23, 19:18 Chance Loss Game Rules -3 8 00:05:09 — —
1918679 29 Aug. 23, 20:02 PerilousProtossBot Loss Game Rules -3 7 00:05:58 — —
1918683 29 Aug. 23, 21:06 Bombshaker Loss Game Rules -2 8 00:24:13 — —
1780808 15 June 23, 11:31 QueenBot Loss Game Rules — 8 00:11:14 — —