swap_vert

Go to:

Top
Rankings
Results

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 1559 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

-
ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2521554 17 Dec. 23, 17:42 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
1776349 12 June 23, 10:09 Bombshaker None Initialization Failure 0 — 00:00:00 — —
1889719 18 Aug. 23, 23:42 RustyTerran None Error 0 0 00:00:00 — —
2530175 20 Dec. 23, 19:11 SilverBio None Initialization Failure — — 00:00:00 — —
2522430 18 Dec. 23, 03:39 DragonCleavage None Initialization Failure 0 — 00:00:00 — —
2522046 17 Dec. 23, 21:56 Spuddle None Initialization Failure 0 — 00:00:00 — —
2522433 18 Dec. 23, 04:00 DadBotTest None Initialization Failure 0 — 00:00:00 — —
2520902 17 Dec. 23, 19:40 DragonCleavage None Initialization Failure 0 — 00:00:00 — —
1834442 16 July 23, 17:55 LucidZJS — — 0 — 00:00:00 — —
1790353 21 June 23, 12:26 27turtles None Initialization Failure 0 — 00:00:00 — —
2521479 17 Dec. 23, 16:01 Adeptus None Initialization Failure 0 — 00:00:00 — —
2521370 17 Dec. 23, 18:20 72Tortoises None Initialization Failure 0 — 00:00:00 — —
2530813 20 Dec. 23, 20:45 ANIbot None Initialization Failure — — 00:00:00 — —
2530814 20 Dec. 23, 20:45 ANIbot None Initialization Failure — — 00:00:00 — —
2521287 17 Dec. 23, 16:13 Spuddle None Initialization Failure 0 — 00:00:00 — —
2522405 18 Dec. 23, 04:02 QueenBot None Initialization Failure 0 — 00:00:00 — —
2521384 17 Dec. 23, 16:55 SilverHydra None Initialization Failure 0 — 00:00:00 — —
2521269 17 Dec. 23, 18:17 AthielBot None Initialization Failure 0 — 00:00:00 — —
2522431 18 Dec. 23, 04:03 Adeptus None Initialization Failure 0 — 00:00:00 — —
2522436 18 Dec. 23, 04:05 RustyTanks None Initialization Failure 0 — 00:00:00 — —
2530815 20 Dec. 23, 20:45 ANIbot None Initialization Failure — — 00:00:00 — —
2521500 17 Dec. 23, 16:56 SilverBio None Initialization Failure 0 — 00:00:00 — —
2521568 17 Dec. 23, 17:06 BluntLurkers None Initialization Failure 0 — 00:00:00 — —
2521490 17 Dec. 23, 18:00 SilverStalkerRush None Initialization Failure 0 — 00:00:00 — —
2741392 23 April 24, 14:02 Clicadinha None Initialization Failure 0 — 00:00:00 — —
2530174 20 Dec. 23, 19:10 SilverBio None Initialization Failure — — 00:00:00 — —
2522428 18 Dec. 23, 06:22 Chance None Initialization Failure 0 — 00:00:00 — —
2521304 17 Dec. 23, 17:09 QueenBot None Initialization Failure 0 — 00:00:00 — —
2726742 14 April 24, 03:13 miniZerg Win Crash +4 0 00:00:00 Download —
2522435 18 Dec. 23, 01:56 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —