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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 1518 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
2802948 QueenBot Raiden-p-bot Oceanborn512V2AIE 25. May 2024 - 22:25:35 arenaclient_003

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2631254 12 Feb. 24, 13:44 zigster None Initialization Failure 0 — 00:00:00 — —
2631253 12 Feb. 24, 16:44 TyrT None Initialization Failure 0 — 00:00:00 — —
2631252 12 Feb. 24, 19:22 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
1760563 28 May 23, 21:43 SharpenedEdge None Initialization Failure — — 00:00:00 — —
1760562 28 May 23, 21:43 SharpenedEdge None Initialization Failure — — 00:00:00 — —
2771721 10 May 24, 12:27 VeTerran-revived Loss Crash -1 62 00:00:00 Download —
2631251 12 Feb. 24, 14:44 Zoe None Initialization Failure 0 — 00:00:00 — —
2738881 21 April 24, 12:51 Clicadinha None Initialization Failure 0 — 00:00:00 — —
2577245 10 Jan. 24, 22:23 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2577246 11 Jan. 24, 05:58 DadBot None Initialization Failure 0 — 00:00:00 — —
2577244 11 Jan. 24, 01:37 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2577247 11 Jan. 24, 04:26 Zoe None Initialization Failure 0 — 00:00:00 — —
2577248 10 Jan. 24, 22:35 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2577249 10 Jan. 24, 21:27 PhantomTest None Initialization Failure 0 — 00:00:00 — —
2577254 11 Jan. 24, 05:49 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2572547 06 Jan. 24, 07:54 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
1760228 28 May 23, 12:44 brrrr None Initialization Failure — — 00:00:00 — —
1779483 14 June 23, 14:56 Roro None Initialization Failure 0 — 00:00:00 — —
1760224 28 May 23, 12:36 sharpy-pvp-probot... None Initialization Failure — — 00:00:00 — —
1760222 28 May 23, 12:36 WizardHat None Initialization Failure — — 00:00:00 — —
1760220 28 May 23, 12:35 wzh-test None Initialization Failure — — 00:00:00 — —
1760219 28 May 23, 12:35 wzh-test None Initialization Failure — — 00:00:00 — —
2572511 06 Jan. 24, 07:08 zigster None Initialization Failure 0 — 00:00:00 — —
2572389 06 Jan. 24, 06:49 EvilZoe None Initialization Failure 0 — 00:00:00 — —
1760459 28 May 23, 17:57 One None Initialization Failure — — 00:00:00 — —
1760457 28 May 23, 17:56 brrrr None Initialization Failure — — 00:00:00 — —
1797696 25 June 23, 16:33 LucidZJS — — 0 — 00:00:00 — —
1963832 16 Sept. 23, 02:43 smallBly None Initialization Failure 0 — 00:00:00 — —
2606114 28 Jan. 24, 03:51 DadBot None Initialization Failure 0 — 00:00:00 — —
2608287 29 Jan. 24, 18:05 DadBot None Initialization Failure 0 — 00:00:00 — —