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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 1569 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
2787102 Yuri Raiden-p-bot HardLead512V2AIE 17. May 2024 - 19:10:48 arenaclient_008

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2050645 06 Oct. 23, 14:19 smallBly Loss Game Rules -2 4 00:09:37 Download —
1931933 03 Sept. 23, 18:11 smallBly Loss Game Rules -2 4 00:08:43 — —
2411559 27 Nov. 23, 12:41 EvilZoe Loss Game Rules -3 4 00:04:59 Download —
2666547 06 March 24, 10:29 Neonka Loss Game Rules -3 4 00:11:29 Download —
1760264 28 May 23, 13:38 MAReaperExample Loss Game Rules — 4 00:05:58 — —
2608288 29 Jan. 24, 15:09 PerilousProtossBot Loss Game Rules -4 4 00:14:18 Download —
2667282 06 March 24, 21:14 SVC_Ready_WorkerR... Loss Game Rules -6 4 00:06:26 Download —
2209595 04 Nov. 23, 11:42 FourGateStrategy Tie Game Rules -2 4 00:20:07 Download —
2692303 23 March 24, 22:32 Chance Loss Game Rules -5 4 00:09:09 Download —
2580701 12 Jan. 24, 15:18 PerilousProtossBot Loss Game Rules -5 4 00:06:13 Download —
1973118 19 Sept. 23, 18:50 smallBly Loss Game Rules -2 4 00:08:03 Download —
2663788 05 March 24, 06:50 Neonka Loss Game Rules -4 4 00:08:44 Download —
1853898 27 July 23, 11:47 Visenya Loss Game Rules — 4 00:12:35 — —
1765107 03 June 23, 04:48 Dovahkiin Loss Game Rules -4 4 00:04:56 — —
2115434 18 Oct. 23, 03:37 smallBly Loss Game Rules -2 4 00:09:17 Download —
1974998 20 Sept. 23, 18:32 PerilousProtossBot Loss Game Rules -2 4 00:11:13 Download —
1920623 30 Aug. 23, 05:38 smallBly Loss Game Rules -2 4 00:09:57 — —
1947940 09 Sept. 23, 12:30 smallBly Loss Game Rules -2 4 00:09:21 — —
2711836 04 April 24, 23:48 EvilZoe Loss Game Rules -1 4 00:05:12 Download —
1975907 21 Sept. 23, 20:31 Ender Loss Game Rules -4 4 00:12:07 Download —
1760229 28 May 23, 12:50 Nikolaj Loss Game Rules — 4 00:07:19 — —
1824200 10 July 23, 20:15 Visenya Tie Game Rules -1 4 01:00:00 — —
2469752 05 Dec. 23, 20:25 EvilZoe Loss Game Rules -1 4 00:05:11 Download —
1765093 03 June 23, 04:13 Dodo Loss Game Rules -4 4 00:07:10 — —
1909068 25 Aug. 23, 18:34 Chance Loss Game Rules -4 4 00:08:08 — —
1771770 08 June 23, 20:08 QueenBot Loss Game Rules — 4 00:09:25 — —
1760248 28 May 23, 13:18 SF4G Loss Game Rules — 4 00:09:25 — —
1885318 17 Aug. 23, 03:35 Sharkling Loss Game Rules -2 4 00:10:29 — —
1909038 26 Aug. 23, 05:04 smallBly Loss Game Rules -3 4 00:07:47 — —
2658088 01 March 24, 12:50 Sharkling Loss Game Rules -2 4 00:10:46 Download —