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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
1812493 03 July 23, 19:27 t-bone Win Crash +4 17 00:19:19 — —
1767008 05 June 23, 03:59 nida Loss Crash -5 10 00:07:46 — —
1766981 05 June 23, 04:42 BaronessZuli Loss Crash -4 27 00:17:16 — —
2644421 21 Feb. 24, 10:51 Roro Win Crash +6 7 00:03:03 Download —
2145815 23 Oct. 23, 15:04 PerilousProtossBot Win Crash +6 11 00:10:25 Download —
2558770 01 Jan. 24, 01:01 Crustacean Loss Crash -4 23 00:47:38 Download —
1760240 28 May 23, 13:08 MechaSharkPalacky Win Crash — 0 00:00:00 — —
1777369 12 June 23, 23:41 Visenya Loss Crash — 0 00:00:00 — —
1767005 05 June 23, 05:59 PhantomBot Loss Crash -3 12 00:12:05 — —
1767498 05 June 23, 12:30 nida Loss Crash -5 9 00:05:46 — —
1777370 12 June 23, 23:42 Visenya Loss Crash — 0 00:00:00 — —
1912143 26 Aug. 23, 23:32 Sajuuk Loss Crash -3 15 00:16:45 — —
1765533 03 June 23, 14:27 norman Loss Crash -4 7 00:05:49 — —
1904344 24 Aug. 23, 03:58 PhantomBot Win Crash +5 11 00:09:55 — —
1767495 05 June 23, 15:08 PhantomBot Loss Crash -3 13 00:10:31 — —
1777368 12 June 23, 23:40 Visenya Loss Crash — 0 00:00:00 — —
1767823 05 June 23, 20:06 nida Loss Crash — 13 00:06:25 — —
1765528 03 June 23, 15:01 12PoolBot Loss Crash -3 8 00:03:40 — —
2704619 31 March 24, 17:12 bot_fire_from_heaven Win Crash +1 9 00:09:35 Download —
2695503 25 March 24, 04:54 bot_fire_from_heaven Win Crash +2 14 00:46:20 Download —
1777367 12 June 23, 23:38 Visenya Loss Crash — 0 00:00:00 — —
2699975 28 March 24, 12:57 bot_fire_from_heaven Win Crash +1 12 00:11:05 Download —
2509334 13 Dec. 23, 01:41 AthielBot Win Crash 0 17 00:10:12 Download —
2569912 05 Jan. 24, 01:54 Bombshaker Win Crash +4 19 00:37:44 Download —
2694721 24 March 24, 23:41 bot_fire_from_heaven Win Crash +2 12 00:09:48 Download —
1768098 05 June 23, 22:53 LucidZJS Loss Crash -5 13 00:20:42 — —
2689453 22 March 24, 11:23 bot_fire_from_heaven Win Crash +3 12 00:13:26 Download —
2703843 30 March 24, 21:40 bot_fire_from_heaven Win Crash +1 14 00:39:21 Download —
2681371 17 March 24, 15:50 miniToss Win Crash +3 7 00:01:58 Download —
1777372 12 June 23, 23:53 Visenya Loss Crash — 0 00:00:00 — —