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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 1555 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
2785998 AKal_T Raiden-p-bot Goldenaura512V2AIE 17. May 2024 - 14:29:40 arenaclient_009

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2450710 03 Dec. 23, 00:23 EvilZoe Loss Game Rules -1 4 00:05:32 Download —
1773414 10 June 23, 01:12 Visenya Loss Game Rules — 4 00:24:37 — —
1922125 31 Aug. 23, 02:24 smallBly Loss Game Rules -2 4 00:07:54 — —
2717056 08 April 24, 06:21 PerilousProtossBot Loss Game Rules -4 4 00:05:46 Download —
2759835 05 May 24, 03:02 EvilZoe Loss Game Rules -1 4 00:05:19 Download —
2121364 19 Oct. 23, 03:31 Chance Loss Game Rules -2 4 00:05:31 Download —
2548245 28 Dec. 23, 05:03 PerilousProtossBot Loss Game Rules -5 4 00:12:56 Download —
1854446 28 July 23, 12:47 Ender Loss Game Rules -4 4 00:10:27 — —
2672497 10 March 24, 22:43 SVC_Ready_WorkerR... Loss Game Rules -6 4 00:06:30 Download —
1760254 28 May 23, 13:25 MixedBreed Loss Game Rules — 4 00:09:21 — —
2181870 30 Oct. 23, 07:23 smallBly Loss Game Rules -2 4 00:09:45 Download —
1994729 27 Sept. 23, 18:19 smallBly Loss Game Rules -2 5 00:09:23 Download —
1760265 28 May 23, 13:38 RookieBot Loss Game Rules — 5 00:06:13 — —
2712920 06 April 24, 01:43 bot_fire_from_heaven Tie Game Rules -3 5 00:24:03 Download —
1768099 06 June 23, 01:01 MilkWang1 Loss Game Rules -3 5 00:07:39 — —
2082618 11 Oct. 23, 21:53 smallBly Loss Game Rules -2 5 00:08:43 Download —
2000011 28 Sept. 23, 17:26 smallBly Loss Game Rules -3 5 00:08:35 Download —
1760568 28 May 23, 21:44 Tyr Loss Game Rules — 5 00:06:45 — —
2173212 28 Oct. 23, 13:21 smallBly Loss Game Rules -2 5 00:08:20 Download —
1770584 07 June 23, 21:11 12PoolBot Loss Crash — 5 00:06:09 — —
1953795 11 Sept. 23, 16:51 Ender Loss Game Rules -4 5 00:07:51 — —
1930242 02 Sept. 23, 20:52 smallBly Loss Game Rules -2 5 00:04:21 — —
2121041 19 Oct. 23, 05:39 PerilousProtossBot Loss Game Rules -1 5 00:05:05 Download —
2755827 02 May 24, 19:32 bot_fire_from_heaven Tie Game Rules -2 5 00:24:20 Download —
2673281 11 March 24, 09:20 SVC_Ready_WorkerR... Loss Game Rules -6 5 00:04:43 Download —
1765531 03 June 23, 11:57 MilkWang1 Loss Game Rules -4 5 00:08:22 — —
2511351 13 Dec. 23, 16:54 Visenya Tie Game Rules — 5 01:00:00 Download —
1760225 28 May 23, 12:43 Nikolaj Win Crash — 5 00:02:48 — —
1760250 28 May 23, 13:25 RookieBot Loss Game Rules — 5 00:06:00 — —
2766370 08 May 24, 04:44 PerilousProtossBot Loss Game Rules -3 5 00:05:45 Download —