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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 1572 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

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1783830 17 June 23, 15:31 TrainingBot None Error 0 — 00:00:00 — —
2632309 13 Feb. 24, 10:04 DadBotTest None Initialization Failure 0 — 00:00:00 — —
2632543 13 Feb. 24, 12:24 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2529366 20 Dec. 23, 12:14 ANIbot None Initialization Failure — — 00:00:00 — —
2620563 06 Feb. 24, 09:30 DadBot None Initialization Failure 0 — 00:00:00 — —
2632040 13 Feb. 24, 14:21 Neonka None Initialization Failure 0 — 00:00:00 — —
2633492 13 Feb. 24, 18:23 PhantomTest None Initialization Failure 0 — 00:00:00 — —
1760555 28 May 23, 21:12 CaninanaV051 Win Game Rules — 0 00:00:00 — —
1760561 28 May 23, 21:43 SharpenedEdge None Initialization Failure — — 00:00:00 — —
2633521 14 Feb. 24, 04:47 DadBotTest None Initialization Failure 0 — 00:00:00 — —
2633753 13 Feb. 24, 18:53 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
1779303 14 June 23, 14:20 Roro None Initialization Failure 0 — 00:00:00 — —
1783875 17 June 23, 13:45 QueenBot None Initialization Failure 0 — 00:00:00 — —
2633357 13 Feb. 24, 16:27 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2633749 13 Feb. 24, 16:30 Zoe None Initialization Failure 0 — 00:00:00 — —
2633290 13 Feb. 24, 17:32 EvilZoe None Initialization Failure 0 — 00:00:00 — —
2628552 11 Feb. 24, 22:51 Neonka None Initialization Failure 0 — 00:00:00 — —
2629675 13 Feb. 24, 17:55 sharkbot None Initialization Failure 0 — 00:00:00 — —
1783930 17 June 23, 13:38 MilkWang1 None Initialization Failure 0 — 00:00:00 — —
2571699 06 Jan. 24, 00:29 Apidae None Initialization Failure 0 — 00:00:00 — —
1760261 28 May 23, 13:38 WizardHat None Initialization Failure — — 00:00:00 — —
2633507 13 Feb. 24, 18:24 Crustacean None Initialization Failure 0 — 00:00:00 — —
1791205 21 June 23, 18:24 Ender Loss Crash — 70 00:00:00 — —
1791204 21 June 23, 18:23 12PoolBot Loss Crash — 86 00:00:00 — —
1791203 21 June 23, 18:21 MadBot None Initialization Failure — — 00:00:00 — —
2633476 13 Feb. 24, 21:51 Apidae None Initialization Failure 0 — 00:00:00 — —
2634456 14 Feb. 24, 11:27 Neonka None Initialization Failure 0 — 00:00:00 — —
2634480 14 Feb. 24, 13:16 sharkbot None Initialization Failure 0 — 00:00:00 — —
2634503 14 Feb. 24, 19:11 EvilZoe None Initialization Failure 0 — 00:00:00 — —
2634525 14 Feb. 24, 09:13 MechaShark None Initialization Failure 0 — 00:00:00 — —