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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 1592 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
2811336 Phobos Raiden-p-bot Goldenaura512V2AIE 30. May 2024 - 00:37:48 arenaclient_001

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2629675 13 Feb. 24, 17:55 sharkbot None Initialization Failure 0 — 00:00:00 — —
1781430 15 June 23, 22:58 MilkWang1 None Initialization Failure — — 00:00:00 — —
1772720 09 June 23, 14:08 PhantomBot None Initialization Failure 0 — 00:00:00 — —
2102276 15 Oct. 23, 14:15 27turtles None Error 0 0 00:00:00 — —
2771721 10 May 24, 12:27 VeTerran-revived Loss Crash -1 62 00:00:00 Download —
1783930 17 June 23, 13:38 MilkWang1 None Initialization Failure 0 — 00:00:00 — —
1785941 18 June 23, 17:57 Lissy Loss Crash — 94 00:00:00 — —
2636082 15 Feb. 24, 14:31 Zoe None Initialization Failure 0 — 00:00:00 — —
2636081 15 Feb. 24, 00:05 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2636080 15 Feb. 24, 03:45 Caninana None Initialization Failure 0 — 00:00:00 — —
2636079 15 Feb. 24, 08:19 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2636078 15 Feb. 24, 06:06 BenBotBC None Initialization Failure 0 — 00:00:00 — —
2636077 15 Feb. 24, 12:06 Eris None Initialization Failure 0 — 00:00:00 — —
2633521 14 Feb. 24, 04:47 DadBotTest None Initialization Failure 0 — 00:00:00 — —
2636066 15 Feb. 24, 09:40 Xena None Initialization Failure 0 — 00:00:00 — —
2635803 15 Feb. 24, 08:08 Apidae None Initialization Failure 0 — 00:00:00 — —
2635551 15 Feb. 24, 14:36 Neonka None Initialization Failure 0 — 00:00:00 — —
2634650 14 Feb. 24, 21:52 Zozo None Initialization Failure 0 — 00:00:00 — —
2634712 14 Feb. 24, 18:43 Crustacean None Initialization Failure 0 — 00:00:00 — —
2634725 14 Feb. 24, 15:52 DadBotTest None Initialization Failure 0 — 00:00:00 — —
2634966 14 Feb. 24, 23:34 ANIbot None Initialization Failure 0 — 00:00:00 — —
2634965 14 Feb. 24, 20:35 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2634964 14 Feb. 24, 19:46 TyrT None Initialization Failure 0 — 00:00:00 — —
2633753 13 Feb. 24, 18:53 VeTerran-revived None Initialization Failure 0 — 00:00:00 — —
2634963 14 Feb. 24, 16:22 Dovahkiin None Initialization Failure 0 — 00:00:00 — —
2634962 14 Feb. 24, 12:32 Zoe None Initialization Failure 0 — 00:00:00 — —
2634961 14 Feb. 24, 19:06 AresRandomExample None Initialization Failure 0 — 00:00:00 — —
2634960 14 Feb. 24, 15:06 Caninana None Initialization Failure 0 — 00:00:00 — —
2634959 14 Feb. 24, 20:04 Bombshaker None Initialization Failure 0 — 00:00:00 — —
2634958 14 Feb. 24, 19:32 BenBotBC None Initialization Failure 0 — 00:00:00 — —