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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 1577 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
2630140 12 Feb. 24, 05:17 Xena None Initialization Failure 0 — 00:00:00 — —
2630152 12 Feb. 24, 05:18 Eris None Initialization Failure 0 — 00:00:00 — —
2630153 12 Feb. 24, 10:04 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2630154 12 Feb. 24, 12:04 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2630155 12 Feb. 24, 08:55 Caninana None Initialization Failure 0 — 00:00:00 — —
2630156 12 Feb. 24, 06:57 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2635857 15 Feb. 24, 06:39 Phobos None Initialization Failure 0 — 00:00:00 — —
2635690 15 Feb. 24, 05:46 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2636086 15 Feb. 24, 15:12 ANIbot None Initialization Failure 0 — 00:00:00 — —
2636085 15 Feb. 24, 01:48 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2636084 15 Feb. 24, 13:42 TyrT None Initialization Failure 0 — 00:00:00 — —
2636083 15 Feb. 24, 10:38 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
2636082 15 Feb. 24, 14:31 Zoe None Initialization Failure 0 — 00:00:00 — —
2636081 15 Feb. 24, 00:05 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2636080 15 Feb. 24, 03:45 Caninana None Initialization Failure 0 — 00:00:00 — —
2636079 15 Feb. 24, 08:19 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2636078 15 Feb. 24, 06:06 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2636077 15 Feb. 24, 12:06 Eris None Initialization Failure 0 — 00:00:00 — —
2636066 15 Feb. 24, 09:40 Xena None Initialization Failure 0 — 00:00:00 — —
2635803 15 Feb. 24, 08:08 Apidae None Initialization Failure 0 — 00:00:00 — —
2635551 15 Feb. 24, 14:36 Neonka None Initialization Failure 0 — 00:00:00 — —
2634946 14 Feb. 24, 20:39 Xena None Initialization Failure 0 — 00:00:00 — —
2630157 12 Feb. 24, 12:33 Zoe None Initialization Failure 0 — 00:00:00 — —
2634712 14 Feb. 24, 18:43 Crustacean None Initialization Failure 0 — 00:00:00 — —
2634725 14 Feb. 24, 15:52 DadBotTest None Initialization Failure 0 — 00:00:00 — —
2634966 14 Feb. 24, 23:34 ANIbot None Initialization Failure 0 — 00:00:00 — —
2634965 14 Feb. 24, 20:35 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2634964 14 Feb. 24, 19:46 TyrT None Initialization Failure 0 — 00:00:00 — —
2634963 14 Feb. 24, 16:22 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
2634962 14 Feb. 24, 12:32 Zoe None Initialization Failure 0 — 00:00:00 — —