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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 1569 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
2787102 Yuri Raiden-p-bot HardLead512V2AIE 17. May 2024 - 19:10:48 arenaclient_008

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1863956 05 Aug. 23, 13:33 MilkWang1 Loss Game Rules -4 8 00:09:32 — —
1865172 05 Aug. 23, 13:21 t-bone Loss Game Rules -4 10 00:12:29 — —
1865303 05 Aug. 23, 01:30 Lissy Loss Game Rules -3 11 00:20:14 — —
1865324 05 Aug. 23, 03:43 LucidZJS Loss Game Rules -7 17 00:20:13 — —
1865318 05 Aug. 23, 05:16 SilverHydra Loss Game Rules -6 8 00:17:10 — —
1865306 05 Aug. 23, 05:57 Chance Loss Game Rules -3 8 00:18:30 — —
1865325 05 Aug. 23, 06:11 Apidae Loss Game Rules -3 8 00:10:28 — —
1865308 05 Aug. 23, 07:51 zigster Loss Game Rules -3 7 00:10:43 — —
1865307 05 Aug. 23, 09:16 DadBot Loss Game Rules -3 11 00:14:33 — —
1865310 05 Aug. 23, 10:15 Zozo Loss Game Rules -3 9 00:07:46 — —
1862928 04 Aug. 23, 05:39 Zozo Loss Game Rules -4 7 00:07:39 — —
2512609 14 Dec. 23, 04:54 PhantomBot Loss Game Rules -4 10 00:13:41 Download —
1797531 25 June 23, 20:01 t-bone Loss Game Rules -4 10 00:11:03 — —
1797646 25 June 23, 21:57 QueenBot Loss Game Rules -3 10 00:20:22 — —
1764914 02 June 23, 21:48 OctopusV3 Loss Game Rules — 23 00:29:03 — —
1764915 02 June 23, 21:51 OctopusV3 Loss Game Rules — 26 00:41:03 — —
2107380 16 Oct. 23, 05:04 Spuddle Loss Game Rules -2 8 00:11:46 Download —
2107552 16 Oct. 23, 11:57 smallBly Loss Game Rules -2 8 00:10:01 Download —
1866448 05 Aug. 23, 19:05 Visenya Loss Game Rules -5 8 00:09:58 — —
1866588 05 Aug. 23, 19:40 PhantomBot Loss Game Rules -3 7 00:10:40 — —
1963838 15 Sept. 23, 22:22 QueenBot Loss Game Rules -4 12 00:13:47 — —
1963836 16 Sept. 23, 00:21 SaShaBot Loss Game Rules -4 8 00:07:50 — —
1963831 16 Sept. 23, 02:32 72Tortoises Loss Game Rules -5 7 00:06:44 — —
1963843 16 Sept. 23, 03:38 DadBot Loss Game Rules -3 8 00:05:59 — —
1866601 05 Aug. 23, 22:49 Ender Loss Game Rules -3 9 00:08:25 — —
1865225 05 Aug. 23, 05:38 MilkWang1 Loss Game Rules -4 7 00:07:38 — —
1874484 10 Aug. 23, 14:43 Replicator Loss Game Rules -5 7 00:07:42 — —
2512577 14 Dec. 23, 05:13 DadBotTest Loss Game Rules -4 19 00:24:17 Download —
1874492 10 Aug. 23, 17:22 bocik Loss Game Rules -5 6 00:07:43 — —
1874490 10 Aug. 23, 17:37 PhantomBot Loss Game Rules -4 8 00:14:23 — —