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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 1570 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
2789289 PhantomTest Raiden-p-bot HardLead512V2AIE 19. May 2024 - 02:25:53 arenaclient_002

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2517641 15 Dec. 23, 21:22 SilverStalkerRush Loss Game Rules -6 10 00:09:55 Download —
2110558 16 Oct. 23, 19:26 BlinkBot Loss Game Rules -6 9 00:11:54 Download —
2104913 15 Oct. 23, 20:00 SilverHydra Loss Game Rules -6 16 00:16:05 Download —
1981733 24 Sept. 23, 09:12 nida Loss Game Rules -6 8 00:07:51 Download —
1866603 06 Aug. 23, 03:36 BlinkBot Loss Game Rules -6 7 00:09:04 — —
1845677 23 July 23, 03:48 norman Loss Game Rules -6 8 00:09:15 — —
1893389 20 Aug. 23, 01:55 BlinkBot Loss Game Rules -6 8 00:09:06 — —
1899302 22 Aug. 23, 11:34 SilverStalkerRush Loss Game Rules -6 8 00:11:14 — —
1891148 19 Aug. 23, 11:36 Visenya Loss Game Rules -6 11 00:26:02 — —
1810722 03 July 23, 01:38 BlinkBot Loss Game Rules -6 11 00:15:33 — —
1981730 24 Sept. 23, 01:04 BlinkBot Loss Game Rules -6 8 00:08:50 Download —
2783021 16 May 24, 12:22 Visenya Loss Game Rules -6 10 00:13:33 Download —
1791538 22 June 23, 07:12 BlinkBot Loss Game Rules -6 6 00:22:51 — —
1855348 28 July 23, 20:50 TrainingBot Loss Game Rules -6 8 00:08:35 — —
1857263 29 July 23, 23:03 TrainingBot Loss Game Rules -6 7 00:15:29 — —
2209737 04 Nov. 23, 07:37 BlinkBot Loss Game Rules -6 10 00:10:46 Download —
1804440 29 June 23, 16:08 BlinkBot Loss Game Rules -6 10 00:11:22 — —
1852495 27 July 23, 04:10 SilverStalkerRush Loss Game Rules -6 6 00:10:00 — —
1865311 04 Aug. 23, 22:53 TrainingBot Loss Game Rules -6 8 00:16:07 — —
2714296 06 April 24, 21:48 nida Loss Game Rules -6 10 00:23:13 Download —
2719121 09 April 24, 15:05 EPNRoach Loss Game Rules -6 10 00:14:35 Download —
2516877 15 Dec. 23, 19:26 SilverStalkerRush Loss Game Rules -6 9 00:09:52 Download —
1870004 08 Aug. 23, 09:46 Visenya Loss Game Rules -6 8 00:09:13 — —
1838908 19 July 23, 08:27 SilverStalkerRush Loss Game Rules -6 7 00:10:21 — —
2696578 25 March 24, 20:25 bot_fire_from_heaven Loss Game Rules -6 11 00:24:04 Download —
2667282 06 March 24, 21:14 SVC_Ready_WorkerR... Loss Game Rules -6 4 00:06:26 Download —
2745461 26 April 24, 06:26 Polymozggggg Loss Game Rules -6 11 00:15:54 Download —
1831616 14 July 23, 23:15 TrainingBot Loss Game Rules -6 7 00:10:11 — —
2693197 24 March 24, 00:51 bot_fire_from_heaven Loss Game Rules -6 9 00:13:07 Download —
2743011 25 April 24, 10:26 nida Loss Game Rules -6 13 00:15:33 Download —