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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 1499 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
2522336 18 Dec. 23, 01:13 Visenya None Initialization Failure 0 — 00:00:00 — —
2682121 17 March 24, 21:30 Replicator None Initialization Failure 0 — 00:00:00 — —
2522328 18 Dec. 23, 01:06 BluntLurkers None Initialization Failure 0 — 00:00:00 — —
2522298 18 Dec. 23, 00:43 Replicator None Initialization Failure 0 — 00:00:00 — —
2681617 17 March 24, 17:28 Replicator None Initialization Failure 0 — 00:00:00 — —
2630157 12 Feb. 24, 12:33 Zoe None Initialization Failure 0 — 00:00:00 — —
2630158 12 Feb. 24, 08:49 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
1881177 14 Aug. 23, 21:20 Apidae — — 0 — 00:00:00 — —
2630159 12 Feb. 24, 08:49 TyrT None Initialization Failure 0 — 00:00:00 — —
1771439 08 June 23, 16:30 Excess1972 Loss Crash -6 0 00:00:00 — —
2630160 12 Feb. 24, 05:38 zigster None Initialization Failure 0 — 00:00:00 — —
1881176 14 Aug. 23, 17:19 LucidZJS — — 0 — 00:00:00 — —
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 — —
2629698 12 Feb. 24, 07:32 EvilZoe None Initialization Failure 0 — 00:00:00 — —
2629651 12 Feb. 24, 13:17 Neonka 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 — —
1785937 18 June 23, 17:56 Krillin Loss Crash — 95 00:00:00 — —
1785940 18 June 23, 17:57 Lissy Loss Crash — 93 00:00:00 — —
1785942 18 June 23, 17:57 Lissy Loss Crash — 92 00:00:00 — —
2522338 18 Dec. 23, 00:34 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2631249 12 Feb. 24, 15:26 Caninana None Initialization Failure 0 — 00:00:00 — —
2522337 18 Dec. 23, 00:16 DragonCleavage None Initialization Failure 0 — 00:00:00 — —
2522028 18 Dec. 23, 00:05 AthielBot 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 — —