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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 1563 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
2794654 Raiden-p-bot Lissy HardLead512V2AIE 21. May 2024 - 13:53:30 arenaclient_002

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1765054 03 June 23, 08:01 Nikolaj Loss Game Rules -4 7 00:29:46 — —
1765063 03 June 23, 02:57 OctopusV3 Loss Game Rules -4 26 00:27:04 — —
1765093 03 June 23, 04:13 Dodo Loss Game Rules -4 4 00:07:10 — —
1765101 03 June 23, 04:03 Apidae Loss Game Rules -4 7 00:10:59 — —
1765102 03 June 23, 02:06 MechaShark Loss Game Rules -4 4 00:42:07 — —
1765103 03 June 23, 05:10 Xena Loss Game Rules -3 10 00:11:27 — —
1765104 03 June 23, 04:37 Sharkling Win Game Rules +4 8 00:08:35 — —
1765105 03 June 23, 04:53 whalemean Loss Game Rules -4 3 00:14:13 — —
1765106 03 June 23, 03:42 BenBotBC Loss Game Rules -3 6 00:14:55 — —
1765107 03 June 23, 04:48 Dovahkiin Loss Game Rules -4 4 00:04:56 — —
1765193 03 June 23, 06:54 Visenya Loss Game Rules -5 9 00:12:42 — —
1765238 03 June 23, 09:32 LucidPJS Win Game Rules +4 29 00:18:30 — —
1765269 03 June 23, 06:45 Apidae Loss Game Rules -4 7 00:12:50 — —
1765270 03 June 23, 09:11 Excess1972 Win Game Rules +3 20 00:11:52 — —
1765271 03 June 23, 05:31 PhantomBot Loss Game Rules -4 7 00:11:09 — —
1765272 03 June 23, 07:15 LucidTJS Win Game Rules +1 56 00:18:43 — —
1765273 03 June 23, 08:49 LucidZJS Win Game Rules +2 11 00:11:08 — —
1765274 03 June 23, 09:30 nida Loss Game Rules -6 4 00:06:08 — —
1765275 03 June 23, 09:23 norman Loss Game Rules -4 5 00:06:09 — —
1765276 03 June 23, 07:08 Dovahkiin Loss Game Rules -4 5 00:05:07 — —
1765450 03 June 23, 13:30 Visenya Loss Crash -4 16 00:23:20 — —
1765495 03 June 23, 13:50 LucidPJS Win Game Rules +4 35 00:25:47 — —
1765526 03 June 23, 15:03 Excess1972 Win Game Rules +3 24 00:14:50 — —
1765527 03 June 23, 14:37 Sharkling Loss Game Rules -4 13 00:34:53 — —
1765528 03 June 23, 15:01 12PoolBot Loss Crash -3 8 00:03:40 — —
1765529 03 June 23, 12:25 LucidTJS Win Game Rules +1 35 00:19:58 — —
1765530 03 June 23, 10:51 LucidZJS Loss Game Rules -6 18 00:19:15 — —
1765531 03 June 23, 11:57 MilkWang1 Loss Game Rules -4 5 00:08:22 — —
1765532 03 June 23, 13:02 nida Loss Game Rules -5 5 00:07:20 — —
1765533 03 June 23, 14:27 norman Loss Crash -4 7 00:05:49 — —