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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 -- 2 1571 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
2794615 Brassbot Raiden-p-bot Oceanborn512V2AIE 21. May 2024 - 19:56:49 arenaclient_002

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1909038 26 Aug. 23, 05:04 smallBly Loss Game Rules -3 4 00:07:47 — —
2658088 01 March 24, 12:50 Sharkling Loss Game Rules -2 4 00:10:46 Download —
1760460 28 May 23, 17:57 RookieBot Loss Game Rules — 4 00:05:50 — —
1765102 03 June 23, 02:06 MechaShark Loss Game Rules -4 4 00:42:07 — —
1760452 28 May 23, 17:56 MAReaperExample Loss Game Rules — 4 00:06:18 — —
1950554 10 Sept. 23, 14:50 smallBly Loss Game Rules -2 4 00:07:46 — —
1780815 15 June 23, 11:50 Visenya Tie Game Rules — 4 00:55:41 — —
2175869 29 Oct. 23, 02:58 smallBly Loss Game Rules -2 4 00:08:21 Download —
2118111 18 Oct. 23, 16:38 smallBly Loss Game Rules -1 4 00:07:54 Download —
1760242 28 May 23, 13:08 SF4G Loss Game Rules — 4 00:07:31 — —
2077599 10 Oct. 23, 23:16 smallBly Loss Game Rules -2 4 00:08:55 Download —
1915291 28 Aug. 23, 03:17 PerilousProtossBot Loss Game Rules -3 4 00:05:12 — —
2510985 13 Dec. 23, 16:19 Chance Loss Game Rules -3 4 00:08:03 Download —
2682409 18 March 24, 01:30 PerilousProtossBot Loss Game Rules -4 4 00:05:47 Download —
2685544 20 March 24, 01:15 Xena Loss Game Rules -2 4 00:04:14 Download —
2163577 26 Oct. 23, 16:42 smallBly Loss Game Rules -2 4 00:07:46 Download —
2020063 01 Oct. 23, 22:54 smallBly Loss Game Rules -2 4 00:07:36 Download —
1782293 16 June 23, 16:00 Dodo Loss Game Rules -2 4 00:03:22 — —
2414185 27 Nov. 23, 20:21 EvilZoe Loss Game Rules -3 4 00:05:27 Download —
1760243 28 May 23, 13:08 SF4G Loss Game Rules — 4 00:08:49 — —
2626172 10 Feb. 24, 01:59 12PoolBot Loss Game Rules -3 4 00:06:43 Download —
2662390 03 March 24, 22:52 Neonka Tie Game Rules +1 4 00:10:20 Download —
1765274 03 June 23, 09:30 nida Loss Game Rules -6 4 00:06:08 — —
2608179 29 Jan. 24, 18:18 Zoe Loss Game Rules -1 4 00:05:04 Download —
1760573 28 May 23, 21:45 Tyr Loss Game Rules — 4 00:05:26 — —
2490647 09 Dec. 23, 07:01 ANIbot Loss Game Rules -2 4 00:07:26 Download —
2590191 18 Jan. 24, 12:20 EvilZoe Loss Game Rules -1 4 00:05:21 Download —
2001376 29 Sept. 23, 03:59 smallBly Loss Game Rules -2 4 00:08:26 Download —
2032961 04 Oct. 23, 03:19 smallBly Loss Game Rules -2 4 00:09:53 Download —
2514456 15 Dec. 23, 01:07 EvilZoe Loss Game Rules 0 4 00:05:15 Download —