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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 1518 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
2802948 QueenBot Raiden-p-bot Oceanborn512V2AIE 25. May 2024 - 22:25:35 arenaclient_003

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2682427 18 March 24, 02:05 Replicator None Initialization Failure 0 — 00:00:00 — —
2613754 02 Feb. 24, 02:51 Bombshaker None Initialization Failure 0 — 00:00:00 — —
1881176 14 Aug. 23, 17:19 LucidZJS — — 0 — 00:00:00 — —
1881177 14 Aug. 23, 21:20 Apidae — — 0 — 00:00:00 — —
2431412 30 Nov. 23, 09:51 27turtles None Error 0 0 00:00:00 — —
2682306 17 March 24, 23:22 Replicator None Initialization Failure 0 — 00:00:00 — —
1790353 21 June 23, 12:26 27turtles None Initialization Failure 0 — 00:00:00 — —
2682121 17 March 24, 21:30 Replicator None Initialization Failure 0 — 00:00:00 — —
2718212 09 April 24, 04:20 PhantomTest None Error 0 — 00:00:00 — —
2681617 17 March 24, 17:28 Replicator None Initialization Failure 0 — 00:00:00 — —
1781430 15 June 23, 22:58 MilkWang1 None Initialization Failure — — 00:00:00 — —
1833327 15 July 23, 21:37 LucidTJS None Initialization Failure 0 — 00:00:00 — —
1779834 14 June 23, 19:57 MilkWang1 None Initialization Failure — — 00:00:00 — —
1777366 12 June 23, 23:37 Visenya Loss Crash — 0 00:00:00 — —
1785141 18 June 23, 09:32 Sharkling None Error 0 0 00:00:00 — —
2680698 17 March 24, 06:24 Replicator None Initialization Failure 0 — 00:00:00 — —
1777367 12 June 23, 23:38 Visenya Loss Crash — 0 00:00:00 — —
2680658 17 March 24, 06:22 miniTerran Win Crash +4 0 00:00:00 Download —
1777368 12 June 23, 23:40 Visenya Loss Crash — 0 00:00:00 — —
1802789 28 June 23, 14:25 27turtles None Initialization Failure 0 — 00:00:00 — —
1783875 17 June 23, 13:45 QueenBot None Initialization Failure 0 — 00:00:00 — —
2168706 28 Oct. 23, 00:03 One-Test Loss Crash -4 90 00:00:00 Download —
1791205 21 June 23, 18:24 Ender Loss Crash — 70 00:00:00 — —
2416424 28 Nov. 23, 04:45 t-bone Win Crash +1 0 00:00:00 Download —
1791204 21 June 23, 18:23 12PoolBot Loss Crash — 86 00:00:00 — —
2619339 05 Feb. 24, 19:03 DadBot None Initialization Failure 0 — 00:00:00 — —
1791203 21 June 23, 18:21 MadBot None Initialization Failure — — 00:00:00 — —
1797696 25 June 23, 16:33 LucidZJS — — 0 — 00:00:00 — —
2610403 31 Jan. 24, 12:19 Ender None Error 0 0 00:00:00 — —
2771721 10 May 24, 12:27 VeTerran-revived Loss Crash -1 62 00:00:00 Download —