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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 1573 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
2784651 AKal_Z Raiden-p-bot Gresvan512V2AIE 17. May 2024 - 00:37:47 arenaclient_005

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1760237 28 May 23, 13:08 Bronzbot_junior Win Game Rules — 18 00:09:36 — —
1760238 28 May 23, 13:08 Nikolaj Loss Game Rules — 4 00:07:06 — —
1760239 28 May 23, 13:08 MFBS None Initialization Failure — — 00:00:00 — —
1760240 28 May 23, 13:08 MechaSharkPalacky Win Crash — 0 00:00:00 — —
1760241 28 May 23, 13:08 RookieBot Loss Game Rules — 5 00:09:12 — —
1760242 28 May 23, 13:08 SF4G Loss Game Rules — 4 00:07:31 — —
1760243 28 May 23, 13:08 SF4G Loss Game Rules — 4 00:08:49 — —
1760244 28 May 23, 13:18 ZawtBot1 Loss Game Rules — 9 00:09:46 — —
1760245 28 May 23, 13:18 Bronzbot_junior Win Game Rules — 32 00:23:38 — —
1760246 28 May 23, 13:18 ZawtBot1 Loss Game Rules — 8 00:11:03 — —
1760247 28 May 23, 13:18 brrrr None Initialization Failure — — 00:00:00 — —
1760248 28 May 23, 13:18 SF4G Loss Game Rules — 4 00:09:25 — —
1760249 28 May 23, 13:25 WorkerRush Win Game Rules — 9 00:08:51 — —
1760250 28 May 23, 13:25 RookieBot Loss Game Rules — 5 00:06:00 — —
1760251 28 May 23, 13:25 MarineRush Loss Game Rules — 5 00:07:55 — —
1760252 28 May 23, 13:25 One None Initialization Failure — — 00:00:00 — —
1760253 28 May 23, 13:25 sharpy-pvp-probot... None Initialization Failure — — 00:00:00 — —
1760254 28 May 23, 13:25 MixedBreed Loss Game Rules — 4 00:09:21 — —
1760255 28 May 23, 13:26 RoyalRush Win Game Rules — 8 00:11:18 — —
1760256 28 May 23, 13:26 Bronzbot_senior Win Game Rules — 8 00:07:56 — —
1760257 28 May 23, 13:26 WizardHat None Initialization Failure — — 00:00:00 — —
1760258 28 May 23, 13:26 MicroMachinePalacky Loss Game Rules — 5 00:07:54 — —
1760259 28 May 23, 13:38 ZawtBot1 Loss Game Rules — 8 00:09:38 — —
1760260 28 May 23, 13:38 Bot2 Win Game Rules — 29 00:34:04 — —
1760261 28 May 23, 13:38 WizardHat None Initialization Failure — — 00:00:00 — —
1760262 28 May 23, 13:38 ZawtBot1 Loss Game Rules — 7 00:10:08 — —
1760263 28 May 23, 13:38 MixedBreed Loss Game Rules — 6 00:08:10 — —
1760264 28 May 23, 13:38 MAReaperExample Loss Game Rules — 4 00:05:58 — —
1760265 28 May 23, 13:38 RookieBot Loss Game Rules — 5 00:06:13 — —
1760266 28 May 23, 13:38 MicroMachinePalacky Loss Game Rules — 7 00:08:10 — —