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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 1525 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

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1781289 15 June 23, 20:35 MilkWang1 Loss Game Rules — 5 00:07:48 — —
1792451 22 June 23, 18:36 t-bone Loss Game Rules -4 9 00:16:33 — —
1767479 05 June 23, 12:47 BaronessZuli Loss Game Rules -3 16 00:12:23 — —
1781297 15 June 23, 20:44 MilkWang1 Loss Game Rules — 7 00:09:34 — —
1781295 15 June 23, 20:44 MilkWang1 Loss Game Rules — 10 00:15:43 — —
1792252 22 June 23, 17:34 BlinkBot Loss Game Rules -6 14 00:17:53 — —
1768050 06 June 23, 03:15 Apidae Loss Game Rules -3 6 00:10:35 — —
1781298 15 June 23, 20:48 MilkWang1 Loss Game Rules — 5 00:07:07 — —
1781299 15 June 23, 20:48 MilkWang1 Loss Game Rules — 6 00:08:51 — —
1781300 15 June 23, 20:49 MilkWang1 Loss Game Rules — 9 00:05:53 — —
1781301 15 June 23, 20:50 MilkWang1 Loss Game Rules — 7 00:07:23 — —
1781302 15 June 23, 20:50 MilkWang1 Loss Game Rules — 6 00:10:45 — —
1930243 03 Sept. 23, 05:33 Chance Loss Game Rules -3 8 00:06:42 — —
1930257 03 Sept. 23, 01:43 Dovahkiin Loss Game Rules -2 6 00:05:01 — —
1930252 03 Sept. 23, 03:05 Spuddle Loss Game Rules -2 12 00:14:05 — —
1930259 03 Sept. 23, 03:20 Ender Loss Game Rules -3 7 00:24:50 — —
1930245 03 Sept. 23, 03:51 Phobos Loss Game Rules -2 6 00:08:51 — —
1930249 03 Sept. 23, 01:49 DadBotTest Loss Game Rules -3 7 00:08:03 — —
1768730 06 June 23, 13:08 LucidPJS Loss Game Rules -4 13 00:24:22 — —
1841804 21 July 23, 01:00 t-bone Loss Game Rules -4 12 00:14:23 — —
1841799 21 July 23, 01:40 BlinkBot Loss Game Rules -7 9 00:09:19 — —
1841793 21 July 23, 02:28 MilkWang1 Loss Game Rules -4 7 00:07:43 — —
1781305 15 June 23, 20:57 MilkWang1 Loss Game Rules — 6 00:11:29 — —
1781304 15 June 23, 20:57 MilkWang1 Loss Game Rules — 5 00:07:49 — —
1781303 15 June 23, 20:57 MilkWang1 Loss Game Rules — 5 00:10:04 — —
1781312 15 June 23, 21:02 MilkWang1 Loss Game Rules — 5 00:08:08 — —
1781310 15 June 23, 21:01 MilkWang1 Loss Game Rules — 5 00:06:30 — —
1928620 02 Sept. 23, 00:18 Sajuuk Loss Game Rules -3 9 00:11:27 — —
1781308 15 June 23, 21:01 MilkWang1 Loss Game Rules — 7 00:07:31 — —
1781313 15 June 23, 21:12 MilkWang1 Loss Game Rules — 5 00:09:22 — —