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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 1568 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
2784571 PhantomTest Raiden-p-bot Equilibrium512V2AIE 17. May 2024 - 00:10:01 arenaclient_007

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2682021 17 March 24, 21:33 miniToss Loss Game Rules -6 11 00:10:21 Download —
2518312 16 Dec. 23, 02:23 SilverStalkerRush Loss Game Rules -6 8 00:10:51 Download —
1807573 01 July 23, 09:55 BlinkBot Loss Game Rules -6 6 00:09:22 — —
1789337 20 June 23, 17:51 BlinkBot Loss Game Rules -6 8 00:09:49 — —
2508552 12 Dec. 23, 21:53 SilverHydra Loss Game Rules -6 10 00:12:31 Download —
1837233 18 July 23, 08:03 TrainingBot Loss Game Rules -6 10 00:11:45 — —
1886595 17 Aug. 23, 06:41 SilverHydra Loss Game Rules -6 10 00:17:54 — —
2532751 21 Dec. 23, 21:05 SilverBio Loss Crash -6 35 00:51:55 Download —
1845666 23 July 23, 05:35 TrainingBot Loss Game Rules -6 7 00:10:15 — —
2534483 22 Dec. 23, 14:57 zig-reapers Loss Game Rules -6 10 00:22:50 Download —
1831616 14 July 23, 23:15 TrainingBot Loss Game Rules -6 7 00:10:11 — —
2663015 04 March 24, 15:21 nida Loss Game Rules -6 11 00:15:25 Download —
1828926 13 July 23, 07:39 BlinkBot Loss Game Rules -6 8 00:10:33 — —
2539123 24 Dec. 23, 08:50 zig-reapers Loss Game Rules -6 7 00:13:16 Download —
1791538 22 June 23, 07:12 BlinkBot Loss Game Rules -6 6 00:22:51 — —
2672513 11 March 24, 00:05 nida Loss Game Rules -6 13 00:16:04 Download —
2094869 13 Oct. 23, 21:12 nida Loss Game Rules -6 7 00:07:11 Download —
2682551 18 March 24, 03:50 miniToss Loss Game Rules -6 8 00:04:30 Download —
2729498 16 April 24, 07:26 nida Loss Game Rules -6 11 00:26:08 Download —
2724451 12 April 24, 18:34 EPNRoach Loss Game Rules -6 13 00:23:53 Download —
2687987 21 March 24, 20:46 nida Loss Game Rules -6 8 00:41:23 Download —
1858378 31 July 23, 00:17 SilverHydra Loss Game Rules -6 9 00:19:16 — —
2760473 05 May 24, 17:11 Replicator Loss Game Rules -6 9 00:09:09 Download —
1845340 22 July 23, 21:06 SilverBio Loss Game Rules -6 9 00:16:52 — —
1765530 03 June 23, 10:51 LucidZJS Loss Game Rules -6 18 00:19:15 — —
1816408 06 July 23, 09:24 TrainingBot Loss Game Rules -6 8 00:09:31 — —
1987857 26 Sept. 23, 09:57 BlinkBot Loss Game Rules -6 8 00:13:22 Download —
1843698 21 July 23, 23:45 SilverStalkerRush Loss Game Rules -6 8 00:10:15 — —
1874070 10 Aug. 23, 06:26 SilverBio Loss Game Rules -6 10 00:17:11 — —
1846494 23 July 23, 10:33 SilverStalkerRush Loss Game Rules -6 8 00:10:19 — —