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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 1578 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
2789048 Phobos Raiden-p-bot SiteDelta512V2AIE 18. May 2024 - 23:54:53 arenaclient_011

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2683320 18 March 24, 14:51 miniToss Win Crash +2 8 00:01:57 Download —
1777384 13 June 23, 00:42 Visenya Loss Crash — 8 00:01:22 — —
1777385 13 June 23, 00:46 Visenya Loss Crash — 8 00:01:22 — —
1777388 13 June 23, 00:48 Visenya Loss Crash — 8 00:01:23 — —
2778441 13 May 24, 18:07 Xena Loss Crash 0 11 00:09:05 Download —
2771721 10 May 24, 12:27 VeTerran-revived Loss Crash -1 62 00:00:00 Download —
1772897 09 June 23, 17:12 Visenya Loss Crash — 10 00:13:25 — —
1766154 04 June 23, 02:13 norman Loss Crash — 12 00:07:32 — —
2411137 27 Nov. 23, 10:14 Spuddle Win Crash +4 11 00:11:33 Download —
2498526 10 Dec. 23, 19:28 Bombshaker Win Crash +4 16 00:39:11 Download —
2187742 31 Oct. 23, 11:17 Chance Win Crash +6 10 00:05:02 Download —
2541617 25 Dec. 23, 10:21 Spuddle Win Crash +2 15 00:15:32 Download —
1766155 04 June 23, 02:13 norman Loss Crash — 8 00:06:08 — —
1766023 04 June 23, 04:27 MilkWang1 Loss Crash -3 10 00:06:43 — —
1766016 04 June 23, 05:30 Visenya Loss Crash -4 13 00:25:37 — —
1766353 04 June 23, 08:19 BaronessZuli Loss Crash -3 16 00:19:19 — —
2750316 29 April 24, 12:07 bot_fire_from_heaven Win Crash +2 13 00:09:00 Download —
2541624 25 Dec. 23, 10:10 AthielBot Win Crash +1 13 00:15:06 Download —
2569180 05 Jan. 24, 08:21 Bombshaker Win Crash +4 14 00:57:34 Download —
1785942 18 June 23, 17:57 Lissy Loss Crash — 92 00:00:00 — —
2499876 10 Dec. 23, 22:18 AthielBot Win Crash 0 15 00:12:07 Download —
2766181 08 May 24, 04:06 Demosha Win Crash +4 11 00:08:33 Download —
2541628 25 Dec. 23, 08:54 nida Loss Crash -7 24 00:47:23 Download —
2683198 18 March 24, 12:52 miniToss Win Crash +2 8 00:01:41 Download —
2682319 18 March 24, 00:59 miniToss Win Crash +2 8 00:01:57 Download —
1766159 04 June 23, 02:59 12PoolBot Loss Crash — 8 00:03:58 — —
1772998 09 June 23, 18:01 Visenya Loss Crash — 7 00:00:52 — —
1867725 06 Aug. 23, 11:05 PhantomBot Win Crash +5 14 00:16:05 — —
1767472 05 June 23, 21:52 Bombshaker Win Crash +5 17 00:15:56 — —
1766762 04 June 23, 15:31 12PoolBot Loss Crash — 9 00:06:24 — —