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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 1565 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
2794463 EPNRoach Raiden-p-bot HardLead512V2AIE 21. May 2024 - 15:29:24 arenaclient_001

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2513688 14 Dec. 23, 16:35 Zoe Loss Game Rules -1 11 00:10:31 Download —
2513691 14 Dec. 23, 17:15 PhantomBot Loss Game Rules -4 9 00:09:12 Download —
2513690 14 Dec. 23, 17:23 Chance Loss Game Rules -4 14 00:19:48 Download —
2175864 28 Oct. 23, 22:42 PhantomBot Loss Game Rules -3 8 00:08:53 Download —
1767660 05 June 23, 15:00 nida Loss Crash — 11 00:11:01 — —
1767662 05 June 23, 15:04 nida Loss Crash — 13 00:11:27 — —
1996797 28 Sept. 23, 05:09 smallBly Loss Game Rules -2 7 00:09:56 Download —
1996933 28 Sept. 23, 04:49 Visenya Loss Game Rules -4 16 00:10:59 Download —
1996892 28 Sept. 23, 01:34 MilkWang1 Loss Game Rules -4 9 00:15:17 Download —
1875192 11 Aug. 23, 05:18 MilkWang1 Loss Game Rules -5 8 00:07:04 — —
1765271 03 June 23, 05:31 PhantomBot Loss Game Rules -4 7 00:11:09 — —
1999883 28 Sept. 23, 12:55 OssaviBot Loss Game Rules -2 13 00:11:26 Download —
1875417 11 Aug. 23, 07:52 BluntLurkers Loss Game Rules -5 8 00:07:08 — —
2083887 12 Oct. 23, 04:46 t-bone Loss Game Rules -4 13 00:13:41 Download —
1782887 17 June 23, 02:08 TrainingBot Loss Game Rules -4 9 00:10:38 — —
2000197 28 Sept. 23, 10:29 Lissy Loss Game Rules -4 12 00:16:13 Download —
2000196 28 Sept. 23, 11:27 Phobos Loss Game Rules -3 8 00:08:26 Download —
2000144 28 Sept. 23, 11:33 MilkWang1 Loss Game Rules -4 9 00:10:00 Download —
2087251 12 Oct. 23, 15:14 QueenBot Loss Game Rules -3 11 00:13:53 Download —
1853899 27 July 23, 11:48 Visenya Loss Game Rules — 6 00:06:52 — —
2087446 12 Oct. 23, 18:41 PhantomBot Loss Game Rules -3 9 00:09:26 Download —
2000190 28 Sept. 23, 17:10 QueenBot Loss Game Rules -4 14 00:15:40 Download —
2000011 28 Sept. 23, 17:26 smallBly Loss Game Rules -3 5 00:08:35 Download —
1853898 27 July 23, 11:47 Visenya Loss Game Rules — 4 00:12:35 — —
1786376 18 June 23, 21:22 Lissy Loss Game Rules — 11 00:19:27 — —
2087780 12 Oct. 23, 20:11 PerilousProtossBot Loss Game Rules -2 6 00:05:11 Download —
2087781 12 Oct. 23, 23:24 smallBly Loss Game Rules -2 3 00:09:13 Download —
2175584 29 Oct. 23, 03:50 t-bone Loss Game Rules -4 13 00:13:56 Download —
2175490 29 Oct. 23, 05:11 OssaviBot Loss Game Rules -2 8 00:07:16 Download —
2175295 29 Oct. 23, 04:56 DadBotTest Loss Game Rules -4 9 00:05:30 Download —