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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 1564 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
2794656 Raiden-p-bot miniTerran Goldenaura512V2AIE 21. May 2024 - 18:33:59 arenaclient_010

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1766161 04 June 23, 03:02 12PoolBot Loss Crash — 11 00:03:11 — —
1766262 04 June 23, 22:01 LucidPJS Win Game Rules +4 48 00:20:34 — —
1766312 04 June 23, 11:52 Excess1972 Win Game Rules +3 17 00:12:40 — —
1766345 04 June 23, 12:05 Bombshaker Loss Crash -3 23 00:28:06 — —
1766353 04 June 23, 08:19 BaronessZuli Loss Crash -3 16 00:19:19 — —
1766366 04 June 23, 10:10 QueenBot Loss Crash -3 22 00:09:20 — —
1766373 04 June 23, 08:11 Visenya Loss Crash -4 13 00:07:40 — —
1766374 04 June 23, 10:35 LucidTJS Win Game Rules +1 26 00:14:16 — —
1766375 04 June 23, 09:28 LucidZJS Loss Crash -6 10 00:12:02 — —
1766376 04 June 23, 13:02 MilkWang1 Loss Game Rules -3 10 00:08:35 — —
1766377 04 June 23, 11:22 nida Loss Crash -5 9 00:06:56 — —
1766378 04 June 23, 11:39 norman Loss Crash -3 9 00:06:12 — —
1766446 04 June 23, 10:17 12PoolBot Loss Crash — 7 00:01:58 — —
1766447 04 June 23, 10:19 12PoolBot Loss Crash — 10 00:02:57 — —
1766448 04 June 23, 10:19 12PoolBot Loss Crash — 8 00:02:00 — —
1766449 04 June 23, 10:20 12PoolBot Loss Crash — 8 00:02:08 — —
1766450 04 June 23, 10:20 12PoolBot Loss Crash — 9 00:01:58 — —
1766451 04 June 23, 10:22 12PoolBot Loss Crash — 7 00:01:59 — —
1766452 04 June 23, 10:36 12PoolBot Loss Crash — 9 00:01:58 — —
1766453 04 June 23, 10:36 12PoolBot Win Game Rules — 12 00:11:50 — —
1766454 04 June 23, 10:36 12PoolBot Loss Crash — 7 00:02:08 — —
1766455 04 June 23, 11:10 12PoolBot Win Game Rules — 15 00:10:50 — —
1766456 04 June 23, 11:11 12PoolBot Win Game Rules — 10 00:09:14 — —
1766457 04 June 23, 11:11 12PoolBot Win Game Rules — 13 00:10:13 — —
1766553 04 June 23, 13:21 LucidPJS Win Game Rules +4 44 00:33:38 — —
1766603 04 June 23, 21:36 Excess1972 Win Game Rules +3 31 00:13:09 — —
1766636 04 June 23, 15:46 Bombshaker Win Game Rules +5 24 00:12:52 — —
1766644 04 June 23, 22:53 BaronessZuli Win Game Rules +5 17 00:20:23 — —
1766666 04 June 23, 21:51 Visenya Loss Crash -3 13 00:15:04 — —
1766667 04 June 23, 23:05 PhantomBot Loss Crash -3 13 00:28:18 — —