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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
1766668 04 June 23, 16:00 LucidTJS Win Game Rules +1 50 00:38:39 — —
1766669 04 June 23, 19:09 LucidZJS Loss Crash -5 27 00:23:25 — —
1766670 04 June 23, 18:56 MilkWang1 Loss Game Rules -3 11 00:06:25 — —
1766671 04 June 23, 17:49 nida Win Game Rules +3 33 00:14:03 — —
1766672 04 June 23, 18:48 norman Loss Crash -3 9 00:06:33 — —
1766738 04 June 23, 14:36 12PoolBot Loss Game Rules — 10 00:16:11 — —
1766739 04 June 23, 14:39 12PoolBot Win Game Rules — 10 00:11:38 — —
1766740 04 June 23, 14:43 12PoolBot Win Game Rules — 13 00:17:37 — —
1766741 04 June 23, 14:44 12PoolBot Loss Crash — 11 00:06:43 — —
1766742 04 June 23, 14:48 12PoolBot Win Game Rules — 15 00:10:52 — —
1766743 04 June 23, 14:49 12PoolBot Win Game Rules — 14 00:10:02 — —
1766744 04 June 23, 14:52 12PoolBot Win Game Rules — 10 00:09:33 — —
1766745 04 June 23, 14:53 12PoolBot Tie Game Rules — 16 01:00:00 — —
1766746 04 June 23, 14:54 12PoolBot Win Game Rules — 15 00:16:51 — —
1766747 04 June 23, 14:56 12PoolBot Win Game Rules — 20 00:16:34 — —
1766748 04 June 23, 14:59 12PoolBotGasless Win Game Rules — 17 00:10:35 — —
1766749 04 June 23, 14:59 12PoolBotGasless Loss Crash — 10 00:07:52 — —
1766750 04 June 23, 15:00 12PoolBotGasless Win Game Rules — 17 00:12:44 — —
1766751 04 June 23, 15:00 12PoolBotGasless Loss Crash — 8 00:08:11 — —
1766752 04 June 23, 15:03 12PoolBotGasless Win Game Rules — 13 00:13:19 — —
1766753 04 June 23, 15:07 12PoolBotGasless Win Game Rules — 13 00:10:52 — —
1766754 04 June 23, 15:07 12PoolBotGasless Loss Crash — 11 00:09:18 — —
1766755 04 June 23, 15:08 12PoolBotGasless Win Game Rules — 10 00:08:36 — —
1766756 04 June 23, 15:09 12PoolBotGasless Win Game Rules — 20 00:20:38 — —
1766757 04 June 23, 15:11 12PoolBotGasless Win Game Rules — 10 00:08:43 — —
1766759 04 June 23, 15:29 12PoolBot Win Game Rules — 9 00:08:43 — —
1766760 04 June 23, 15:30 12PoolBot Win Game Rules — 9 00:07:07 — —
1766761 04 June 23, 15:31 12PoolBot Win Game Rules — 16 00:19:24 — —
1766762 04 June 23, 15:31 12PoolBot Loss Crash — 9 00:06:24 — —
1766763 04 June 23, 15:34 12PoolBot Win Game Rules — 11 00:08:38 — —