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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 1559 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
2794354 Visenya Raiden-p-bot SiteDelta512V2AIE 21. May 2024 - 18:06:32 arenaclient_012

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1864033 04 Aug. 23, 11:16 PhantomBot Win Crash +5 13 00:11:36 — —
1777367 12 June 23, 23:38 Visenya Loss Crash — 0 00:00:00 — —
1771439 08 June 23, 16:30 Excess1972 Loss Crash -6 0 00:00:00 — —
1766160 04 June 23, 02:59 12PoolBot Loss Crash — 9 00:03:45 — —
1771436 08 June 23, 18:07 Visenya Loss Crash -4 6 00:02:48 — —
1777372 12 June 23, 23:53 Visenya Loss Crash — 0 00:00:00 — —
1777373 12 June 23, 23:53 Visenya Loss Crash — 0 00:00:00 — —
1787596 19 June 23, 14:16 QueenBot Loss Crash -3 7 00:02:58 — —
2187742 31 Oct. 23, 11:17 Chance Win Crash +6 10 00:05:02 Download —
2410246 27 Nov. 23, 07:07 t-bone Win Crash +2 0 00:00:00 Download —
2710765 04 April 24, 08:20 bot_fire_from_heaven Win Crash +1 15 00:14:37 Download —
2714217 06 April 24, 22:12 bot_fire_from_heaven Win Crash +1 11 00:10:06 Download —
1777374 12 June 23, 23:55 Visenya Loss Crash — 0 00:00:00 — —
1777375 12 June 23, 23:56 Visenya Loss Crash — 0 00:00:00 — —
1779673 14 June 23, 21:09 Roro Win Crash +5 9 00:07:34 — —
2421692 29 Nov. 23, 01:24 DragonCleavage Win Crash +2 11 00:19:33 Download —
1771434 08 June 23, 21:22 Ender Loss Crash -4 7 00:06:56 — —
1777371 12 June 23, 23:52 Visenya Loss Crash — 0 00:00:00 — —
1785941 18 June 23, 17:57 Lissy Loss Crash — 94 00:00:00 — —
2134880 21 Oct. 23, 23:26 DadBotTest Loss Crash -4 10 00:13:44 Download —
1813306 04 July 23, 11:44 Bombshaker Win Crash +3 10 00:12:48 — —
2748124 28 April 24, 11:20 bot_fire_from_heaven Win Crash +1 11 00:09:47 Download —
1766025 03 June 23, 23:57 norman Loss Crash -4 9 00:05:39 — —
1767654 05 June 23, 14:19 nida Loss Crash — 11 00:05:49 — —
2411137 27 Nov. 23, 10:14 Spuddle Win Crash +4 11 00:11:33 Download —
1767655 05 June 23, 14:21 nida Loss Crash — 9 00:06:54 — —
2438144 01 Dec. 23, 07:30 t-bone Win Crash +3 11 00:11:21 Download —
2748119 28 April 24, 14:17 t-bone Loss Crash -4 20 00:47:23 Download —
2723291 12 April 24, 03:53 bot_fire_from_heaven Win Crash +2 12 00:09:19 Download —
2438092 01 Dec. 23, 05:57 DragonCleavage Win Crash +1 11 00:12:16 Download —