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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 1560 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
2785969 EvilZoe Raiden-p-bot Oceanborn512V2AIE 17. May 2024 - 14:41:14 arenaclient_007

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1781936 16 June 23, 08:39 MilkWang1 Loss Game Rules — 7 00:13:07 — —
1766159 04 June 23, 02:59 12PoolBot Loss Crash — 8 00:03:58 — —
2510391 13 Dec. 23, 10:46 Phobos Loss Game Rules -1 7 00:09:00 Download —
1765093 03 June 23, 04:13 Dodo Loss Game Rules -4 4 00:07:10 — —
1781953 16 June 23, 09:14 MilkWang1 Loss Game Rules — 6 00:08:51 — —
1766160 04 June 23, 02:59 12PoolBot Loss Crash — 9 00:03:45 — —
1766161 04 June 23, 03:02 12PoolBot Loss Crash — 11 00:03:11 — —
1839997 19 July 23, 13:24 Phobos Loss Game Rules -3 7 00:09:12 — —
2082621 11 Oct. 23, 12:10 Phobos Loss Game Rules -3 7 00:08:55 Download —
1842797 21 July 23, 09:56 SF4G Loss Game Rules -3 7 00:07:59 — —
1839998 19 July 23, 14:11 norman Loss Game Rules -5 7 00:08:21 — —
1845438 23 July 23, 06:05 SilverHydra Loss Game Rules -6 9 00:16:41 — —
1844742 22 July 23, 09:10 Ender Loss Game Rules -3 6 00:07:00 — —
1844739 22 July 23, 09:19 norman Loss Game Rules -5 7 00:08:34 — —
1765274 03 June 23, 09:30 nida Loss Game Rules -6 4 00:06:08 — —
1765271 03 June 23, 05:31 PhantomBot Loss Game Rules -4 7 00:11:09 — —
2083887 12 Oct. 23, 04:46 t-bone Loss Game Rules -4 13 00:13:41 Download —
2510382 13 Dec. 23, 11:43 Zozo Loss Game Rules -3 9 00:10:23 Download —
1795531 24 June 23, 18:40 VeTerran-revived Loss Game Rules -2 9 00:11:11 — —
1922130 30 Aug. 23, 16:27 MilkWang1 Loss Game Rules -4 9 00:15:25 — —
1922135 30 Aug. 23, 21:14 Phobos Loss Game Rules -2 7 00:08:33 — —
1922126 31 Aug. 23, 00:49 Chance Loss Game Rules -3 9 00:08:48 — —
1922125 31 Aug. 23, 02:24 smallBly Loss Game Rules -2 4 00:07:54 — —
1922129 31 Aug. 23, 02:53 PerilousProtossBot Loss Game Rules -3 6 00:08:30 — —
1760208 28 May 23, 12:13 MavBot Loss Game Rules — 7 00:11:01 — —
1760209 28 May 23, 12:21 MavBot2 Loss Game Rules — 7 00:12:43 — —
1760212 28 May 23, 12:22 MavBot3 Loss Game Rules — 9 00:12:17 — —
1772038 08 June 23, 23:48 QueenBot Loss Game Rules — 13 00:16:47 — —
2083912 12 Oct. 23, 07:04 Dovahkiin Loss Game Rules -2 7 00:05:25 Download —
1795782 24 June 23, 15:31 SharpenedEdge Loss Game Rules -2 8 00:08:28 — —