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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 1564 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
2794259 DemoshaT Raiden-p-bot Equilibrium512V2AIE 21. May 2024 - 17:00:05 arenaclient_010

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
1760570 28 May 23, 21:44 Tyr Loss Game Rules — 6 00:05:16 — —
1760571 28 May 23, 21:44 Tyr Loss Game Rules — 12 00:15:52 — —
1760572 28 May 23, 21:45 Tyr Loss Game Rules — 6 00:07:39 — —
1760573 28 May 23, 21:45 Tyr Loss Game Rules — 4 00:05:26 — —
1760574 28 May 23, 21:46 TyrP Loss Game Rules — 7 00:11:09 — —
1760575 28 May 23, 21:47 TyrP Loss Game Rules — 9 00:10:39 — —
1760576 28 May 23, 21:48 TyrP Loss Game Rules — 8 00:10:24 — —
1760577 28 May 23, 22:05 TyrP Loss Game Rules — 9 00:09:52 — —
1760578 28 May 23, 22:05 TyrP Loss Game Rules — 8 00:10:05 — —
1760579 28 May 23, 22:05 TyrP Loss Game Rules — 7 00:11:05 — —
1760580 28 May 23, 22:05 TyrP Loss Game Rules — 9 00:10:29 — —
1760581 28 May 23, 22:05 TyrP Loss Game Rules — 7 00:12:08 — —
1760582 28 May 23, 22:05 TyrP Loss Game Rules — 6 00:10:42 — —
1760583 28 May 23, 22:05 TyrP Loss Game Rules — 8 00:11:43 — —
1760584 28 May 23, 22:05 TyrP Loss Game Rules — 8 00:11:40 — —
1760585 28 May 23, 22:05 TyrP Loss Game Rules — 10 00:11:50 — —
1760586 28 May 23, 22:05 TyrP Loss Game Rules — 6 00:09:45 — —
1764904 02 June 23, 20:14 TyrP Win Game Rules — 19 00:12:26 — —
1764905 02 June 23, 20:16 TyrP Loss Game Rules — 11 00:11:29 — —
1764906 02 June 23, 20:17 TyrP Loss Game Rules — 16 00:15:28 — —
1764907 02 June 23, 20:18 OctopusV3 Loss Game Rules — 12 00:17:01 — —
1764908 02 June 23, 20:19 OctopusV3 Win Game Rules — 24 00:20:20 — —
1764909 02 June 23, 20:20 OctopusV3 Loss Game Rules — 39 00:41:43 — —
1764910 02 June 23, 21:45 OctopusV3 Loss Game Rules — 18 00:28:24 — —
1764911 02 June 23, 21:45 OctopusV3 Win Game Rules — 48 00:25:39 — —
1764912 02 June 23, 21:46 OctopusV3 Win Game Rules — 37 00:16:04 — —
1764913 02 June 23, 21:47 OctopusV3 Win Game Rules — 22 00:13:30 — —
1764914 02 June 23, 21:48 OctopusV3 Loss Game Rules — 23 00:29:03 — —
1764915 02 June 23, 21:51 OctopusV3 Loss Game Rules — 26 00:41:03 — —
1764916 02 June 23, 21:52 OctopusV3 Tie Game Rules — 13 00:47:26 — —