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 -- 1 1590 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
2632267 13 Feb. 24, 01:23 Apidae None Initialization Failure 0 — 00:00:00 — —
2627206 11 Feb. 24, 15:04 EvilZoe None Initialization Failure 0 — 00:00:00 — —
1772720 09 June 23, 14:08 PhantomBot None Initialization Failure 0 — 00:00:00 — —
2634698 14 Feb. 24, 17:24 PhantomTest None Initialization Failure 0 — 00:00:00 — —
1792144 22 June 23, 18:19 27turtles None Initialization Failure 0 — 00:00:00 — —
2647727 24 Feb. 24, 02:49 miniTerran Win Crash +6 0 00:00:00 Download —
2626407 10 Feb. 24, 09:51 DadBot None Initialization Failure 0 — 00:00:00 — —
2625128 09 Feb. 24, 09:26 DadBot None Initialization Failure 0 — 00:00:00 — —
2635690 15 Feb. 24, 05:46 12PoolBot None Initialization Failure 0 — 00:00:00 — —
1760456 28 May 23, 17:56 brrrr None Initialization Failure — — 00:00:00 — —
2630982 12 Feb. 24, 18:45 Apidae None Initialization Failure 0 — 00:00:00 — —
2635857 15 Feb. 24, 06:39 Phobos None Initialization Failure 0 — 00:00:00 — —
2009233 30 Sept. 23, 11:40 Ender None Initialization Failure 0 — 00:00:00 — —
1760453 28 May 23, 17:56 brrrr None Initialization Failure — — 00:00:00 — —
2630999 12 Feb. 24, 20:41 PhantomTest None Initialization Failure 0 — 00:00:00 — —
2632109 13 Feb. 24, 05:59 MechaShark None Initialization Failure 0 — 00:00:00 — —
2632064 13 Feb. 24, 02:32 sharkbot None Initialization Failure 0 — 00:00:00 — —
2632154 13 Feb. 24, 04:20 12PoolBot None Initialization Failure 0 — 00:00:00 — —
2632087 13 Feb. 24, 07:47 EvilZoe None Initialization Failure 0 — 00:00:00 — —
1779166 14 June 23, 14:21 Roro None Initialization Failure 0 — 00:00:00 — —
2632251 13 Feb. 24, 03:03 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2001521 29 Sept. 23, 10:01 Slugsnail None Error 0 0 00:00:00 — —
2632282 13 Feb. 24, 12:41 PhantomTest None Initialization Failure 0 — 00:00:00 — —
2632296 13 Feb. 24, 06:06 Crustacean None Initialization Failure 0 — 00:00:00 — —
2510393 13 Dec. 23, 17:48 Bombshaker None Error 0 0 00:00:00 — —
2632321 13 Feb. 24, 01:52 Phobos None Initialization Failure 0 — 00:00:00 — —
2634667 14 Feb. 24, 19:10 PerilousProtossBot None Initialization Failure 0 — 00:00:00 — —
2634456 14 Feb. 24, 11:27 Neonka None Initialization Failure 0 — 00:00:00 — —
2632549 13 Feb. 24, 01:19 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2632542 13 Feb. 24, 01:29 BenBotBC None Initialization Failure 0 — 00:00:00 — —