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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 1563 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
2630161 12 Feb. 24, 05:12 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2630162 12 Feb. 24, 23:30 ANIbot None Initialization Failure 0 — 00:00:00 — —
2630745 12 Feb. 24, 21:37 Neonka None Initialization Failure 0 — 00:00:00 — —
2631246 12 Feb. 24, 17:14 Eris None Initialization Failure 0 — 00:00:00 — —
2631247 12 Feb. 24, 13:38 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2631248 12 Feb. 24, 18:02 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2631249 12 Feb. 24, 15:26 Caninana None Initialization Failure 0 — 00:00:00 — —
2631250 12 Feb. 24, 19:24 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2631251 12 Feb. 24, 14:44 Zoe None Initialization Failure 0 — 00:00:00 — —
2631252 12 Feb. 24, 19:22 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
2719795 10 April 24, 05:03 QueenBot — — — — 00:00:00 — —
2631253 12 Feb. 24, 16:44 TyrT None Initialization Failure 0 — 00:00:00 — —
2718212 09 April 24, 04:20 PhantomTest None Error 0 — 00:00:00 — —
2631254 12 Feb. 24, 13:44 zigster None Initialization Failure 0 — 00:00:00 — —
2631255 12 Feb. 24, 15:15 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2631256 12 Feb. 24, 20:44 ANIbot None Initialization Failure 0 — 00:00:00 — —
2630999 12 Feb. 24, 20:41 PhantomTest None Initialization Failure 0 — 00:00:00 — —
2632064 13 Feb. 24, 02:32 sharkbot None Initialization Failure 0 — 00:00:00 — —
2632087 13 Feb. 24, 07:47 EvilZoe None Initialization Failure 0 — 00:00:00 — —
2632530 13 Feb. 24, 02:42 Xena None Initialization Failure 0 — 00:00:00 — —
2632541 13 Feb. 24, 05:55 Eris None Initialization Failure 0 — 00:00:00 — —
2632545 13 Feb. 24, 04:11 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2632546 13 Feb. 24, 03:16 Zoe None Initialization Failure 0 — 00:00:00 — —
2632547 13 Feb. 24, 04:38 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
2632548 13 Feb. 24, 04:29 TyrT None Initialization Failure 0 — 00:00:00 — —
2632550 13 Feb. 24, 10:22 ANIbot None Initialization Failure 0 — 00:00:00 — —
2632251 13 Feb. 24, 03:03 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2632109 13 Feb. 24, 05:59 MechaShark None Initialization Failure 0 — 00:00:00 — —
2632174 13 Feb. 24, 10:42 SharpShadows None Initialization Failure 0 — 00:00:00 — —
2632040 13 Feb. 24, 14:21 Neonka None Initialization Failure 0 — 00:00:00 — —