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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 1573 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
2784372 PerilousProtossBot Raiden-p-bot Gresvan512V2AIE 17. May 2024 - 01:21:09 arenaclient_008

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2071739 09 Oct. 23, 17:52 BlinkBot Loss Game Rules -6 8 00:08:11 Download —
2741442 23 April 24, 15:54 EPNRoach Loss Game Rules -6 10 00:18:59 Download —
1872600 09 Aug. 23, 05:23 TrainingBot Loss Game Rules -6 8 00:09:11 — —
2209737 04 Nov. 23, 07:37 BlinkBot Loss Game Rules -6 10 00:10:46 Download —
2110558 16 Oct. 23, 19:26 BlinkBot Loss Game Rules -6 9 00:11:54 Download —
2091074 13 Oct. 23, 13:22 BlinkBot Loss Crash -6 25 00:49:16 Download —
2760538 05 May 24, 07:49 Polymozggggg Loss Game Rules -6 10 00:13:56 Download —
2105113 15 Oct. 23, 21:41 TrainingBot Loss Game Rules -6 9 00:10:19 Download —
2739628 22 April 24, 12:53 nida Loss Game Rules -6 11 00:14:00 Download —
1987857 26 Sept. 23, 09:57 BlinkBot Loss Game Rules -6 8 00:13:22 Download —
1800980 27 June 23, 14:13 nida Loss Game Rules -6 7 00:09:50 — —
2416423 28 Nov. 23, 05:06 DragonCleavage Loss Game Rules -6 9 00:18:35 Download —
2750313 29 April 24, 11:42 Laser-Circus Loss Game Rules -6 14 00:22:18 Download —
1850490 26 July 23, 05:15 TrainingBot Loss Game Rules -6 8 00:08:18 — —
1867740 06 Aug. 23, 23:15 BlinkBot Loss Crash -6 17 00:47:11 — —
1940353 07 Sept. 23, 01:04 norman Loss Game Rules -6 10 00:13:48 — —
1983579 25 Sept. 23, 01:57 TrainingBot Loss Game Rules -6 17 00:52:08 Download —
2749602 29 April 24, 03:20 Laser-Circus Loss Game Rules -6 8 00:11:29 Download —
2102242 15 Oct. 23, 12:44 nida Loss Game Rules -6 8 00:09:19 Download —
1805994 30 June 23, 15:32 TrainingBot Loss Game Rules -6 9 00:09:37 — —
2754743 02 May 24, 04:28 Replicator Loss Game Rules -6 8 00:09:43 Download —
1799058 26 June 23, 09:28 nida Loss Game Rules -6 8 00:08:06 — —
2749613 29 April 24, 03:41 EPNRoach Loss Game Rules -6 12 00:30:06 Download —
2210053 04 Nov. 23, 19:53 nida Loss Game Rules -6 8 00:06:31 Download —
2783021 16 May 24, 12:22 Visenya Loss Game Rules -6 10 00:13:33 Download —
2747827 28 April 24, 07:11 Laser-Circus Loss Game Rules -6 12 00:11:53 Download —
2735196 19 April 24, 08:10 EPNRoach Loss Game Rules -6 11 00:10:54 Download —
1879980 14 Aug. 23, 00:24 LucidPJS Loss Game Rules -6 11 00:17:45 — —
1783380 17 June 23, 05:14 LucidZJS Loss Game Rules -6 6 00:09:44 — —
2734385 18 April 24, 16:14 nida Loss Game Rules -6 12 00:12:12 Download —