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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 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
2786055 sharkbot Raiden-p-bot Equilibrium512V2AIE 17. May 2024 - 16:15:10 arenaclient_012

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2070546 09 Oct. 23, 03:37 72Tortoises Loss Game Rules -4 7 00:06:04 Download —
2070608 09 Oct. 23, 06:20 OssaviBot Loss Game Rules -2 8 00:10:49 Download —
1912153 26 Aug. 23, 21:06 SharpShadows Loss Game Rules -2 9 00:08:06 — —
2077605 10 Oct. 23, 18:49 Dovahkiin Loss Game Rules -2 8 00:05:25 Download —
2077323 10 Oct. 23, 19:36 MilkWang1 Loss Game Rules -4 7 00:10:16 Download —
2077280 11 Oct. 23, 06:27 DadBotTest Loss Game Rules -4 6 00:08:10 Download —
2110558 16 Oct. 23, 19:26 BlinkBot Loss Game Rules -6 9 00:11:54 Download —
2120825 18 Oct. 23, 21:56 zigster Loss Game Rules -2 9 00:12:05 Download —
2123563 19 Oct. 23, 09:09 One-Test Loss Game Rules -3 10 00:10:15 Download —
2129556 20 Oct. 23, 15:16 norman Loss Game Rules -5 9 00:10:45 Download —
2135029 21 Oct. 23, 13:53 SF4G Loss Game Rules -2 7 00:07:25 Download —
2137501 21 Oct. 23, 23:12 Blink Loss Game Rules -2 8 00:06:56 Download —
1990085 26 Sept. 23, 15:14 Chance Loss Game Rules -2 12 00:11:50 — —
2157911 25 Oct. 23, 20:18 Chance Loss Game Rules -3 8 00:04:29 Download —
2157320 26 Oct. 23, 00:16 OssaviBot Loss Game Rules -2 8 00:07:31 Download —
2163092 26 Oct. 23, 16:08 PhantomBot Loss Game Rules -3 7 00:07:33 Download —
2166307 27 Oct. 23, 06:26 QueenBot Loss Game Rules -4 8 00:11:50 Download —
2166237 27 Oct. 23, 15:01 Zozo Loss Game Rules -2 9 00:08:29 Download —
2169214 27 Oct. 23, 16:19 Dodo Loss Game Rules -2 9 00:10:09 Download —
2168825 28 Oct. 23, 00:46 Ender Loss Game Rules -5 9 00:10:19 Download —
2172895 28 Oct. 23, 14:50 One-Test Loss Game Rules -4 9 00:08:46 Download —
2173213 28 Oct. 23, 17:08 Dovahkiin Loss Game Rules -3 8 00:07:22 Download —
2175447 29 Oct. 23, 06:45 Ender Loss Game Rules -4 16 00:21:18 Download —
2178595 29 Oct. 23, 16:39 QueenBot Loss Game Rules -4 10 00:12:05 Download —
2178648 29 Oct. 23, 19:00 DadBotTest Loss Game Rules -4 10 00:14:37 Download —
1912147 27 Aug. 23, 02:47 Phobos Loss Game Rules -3 9 00:09:54 — —
1912145 27 Aug. 23, 03:10 SaShaBot Loss Game Rules -4 8 00:09:19 — —
1912155 27 Aug. 23, 05:16 Ender Loss Game Rules -4 9 00:07:05 — —
2184852 30 Oct. 23, 18:43 smallBly Loss Game Rules -2 5 00:07:32 Download —
1913741 27 Aug. 23, 13:09 smallBly Loss Game Rules -3 5 00:04:33 — —