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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 1565 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
2794463 EPNRoach Raiden-p-bot HardLead512V2AIE 21. May 2024 - 15:29:24 arenaclient_001

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1780876 15 June 23, 12:25 BlinkBot Loss Game Rules -3 7 00:09:08 — —
1780823 15 June 23, 11:57 QueenBot Loss Game Rules — 10 00:12:39 — —
1780822 15 June 23, 11:56 QueenBot Loss Game Rules — 14 00:13:20 — —
1780821 15 June 23, 11:52 QueenBot Loss Game Rules — 11 00:13:33 — —
1780820 15 June 23, 11:51 Ender Loss Game Rules — 10 00:15:23 — —
1780819 15 June 23, 11:51 Ender Loss Game Rules — 8 00:19:00 — —
1780818 15 June 23, 11:50 Ender Loss Game Rules — 10 00:23:30 — —
1780817 15 June 23, 11:50 Visenya Win Game Rules — 12 00:10:49 — —
1780816 15 June 23, 11:50 Visenya Tie Game Rules — 11 01:00:00 — —
1780815 15 June 23, 11:50 Visenya Tie Game Rules — 4 00:55:41 — —
1780691 15 June 23, 11:49 t-bone Tie Game Rules +1 7 01:00:00 — —
1780814 15 June 23, 11:38 Ender Win Game Rules — 11 00:13:05 — —
1780813 15 June 23, 11:38 QueenBot Loss Game Rules — 11 00:11:59 — —
1780812 15 June 23, 11:37 Visenya Win Game Rules — 13 00:13:30 — —
1780811 15 June 23, 11:32 Dovahkiin Loss Crash — 5 00:00:44 — —
1780810 15 June 23, 11:32 Visenya Win Game Rules — 9 00:09:10 — —
1780809 15 June 23, 11:31 Ender Win Game Rules — 13 00:14:23 — —
1780808 15 June 23, 11:31 QueenBot Loss Game Rules — 8 00:11:14 — —
1780547 15 June 23, 11:03 faith_no_more Win Game Rules +4 30 00:26:39 — —
1780667 15 June 23, 10:46 MilkWang1 Loss Game Rules -2 6 00:09:00 — —
1780630 15 June 23, 10:42 faith_no_more Win Game Rules +4 8 00:07:13 — —
1780692 15 June 23, 10:26 Roro Loss Game Rules -2 8 00:14:20 — —
1780637 15 June 23, 10:17 BlinkBot Loss Game Rules -3 7 00:09:54 — —
1780653 15 June 23, 09:39 LucidZJS Win Game Rules +4 18 00:14:50 — —
1780613 15 June 23, 09:05 QueenBot Loss Game Rules -3 10 00:12:36 — —
1780603 15 June 23, 08:43 Sharkling Loss Game Rules -2 9 00:13:35 — —
1780622 15 June 23, 08:32 Ender Loss Game Rules -2 8 00:06:34 — —
1780679 15 June 23, 08:26 Dovahkiin Loss Game Rules -2 7 00:05:16 — —
1780105 15 June 23, 08:14 norman Loss Game Rules -2 8 00:17:44 — —
1780552 15 June 23, 07:55 BlinkBot Loss Game Rules -3 8 00:08:48 — —