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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 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
2786055 sharkbot Raiden-p-bot Equilibrium512V2AIE 17. May 2024 - 16:15:10 arenaclient_012

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
2102242 15 Oct. 23, 12:44 nida Loss Game Rules -6 8 00:09:19 Download —
2729842 16 April 24, 13:27 nida Loss Game Rules -6 14 00:14:49 Download —
2682021 17 March 24, 21:33 miniToss Loss Game Rules -6 11 00:10:21 Download —
1829839 13 July 23, 21:00 BlinkBot Loss Game Rules -6 9 00:13:42 — —
1879048 13 Aug. 23, 20:28 TrainingBot Loss Game Rules -6 13 00:16:38 — —
2090997 13 Oct. 23, 05:22 nida Loss Game Rules -6 6 00:07:46 Download —
1771800 09 June 23, 01:49 Excess1972 Loss Timeout -6 6 00:00:34 — —
1871158 09 Aug. 23, 00:50 SilverHydra Loss Game Rules -6 10 00:13:10 — —
2717958 08 April 24, 16:40 nida Loss Game Rules -6 10 00:11:48 Download —
2071739 09 Oct. 23, 17:52 BlinkBot Loss Game Rules -6 8 00:08:11 Download —
2746190 26 April 24, 18:43 Princess-Mika Loss Game Rules -6 15 00:24:08 Download —
2717949 08 April 24, 19:32 Replicator Loss Game Rules -6 10 00:13:44 Download —
1810082 02 July 23, 22:34 BlinkBot Loss Game Rules -6 10 00:09:45 — —
2742483 24 April 24, 23:12 nida Loss Game Rules -6 13 00:28:11 Download —
2724451 12 April 24, 18:34 EPNRoach Loss Game Rules -6 13 00:23:53 Download —
1940368 07 Sept. 23, 03:58 BlinkBot Loss Game Rules -6 7 00:12:07 — —
1859428 31 July 23, 14:26 SilverHydra Loss Game Rules -6 17 00:21:47 — —
1831616 14 July 23, 23:15 TrainingBot Loss Game Rules -6 7 00:10:11 — —
2745461 26 April 24, 06:26 Polymozggggg Loss Game Rules -6 11 00:15:54 Download —
2745451 26 April 24, 11:50 Clicadinha Loss Game Rules -6 7 00:05:24 Download —
2734385 18 April 24, 16:14 nida Loss Game Rules -6 12 00:12:12 Download —
2734384 18 April 24, 22:09 EPNRoach Loss Game Rules -6 12 00:16:09 Download —
2688334 21 March 24, 22:42 nida Loss Game Rules -6 11 00:13:34 Download —
2687987 21 March 24, 20:46 nida Loss Game Rules -6 8 00:41:23 Download —
1790266 21 June 23, 12:17 BlinkBot Loss Game Rules -6 9 00:09:17 — —
2723081 11 April 24, 19:09 bot_fire_from_heaven Loss Game Rules -6 11 00:10:52 Download —
2516877 15 Dec. 23, 19:26 SilverStalkerRush Loss Game Rules -6 9 00:09:52 Download —
1938725 06 Sept. 23, 01:59 LucidPJS Loss Game Rules -6 10 00:19:42 — —
1791077 21 June 23, 23:08 LucidPJS Loss Game Rules -6 15 00:19:48 — —
1952063 11 Sept. 23, 02:08 BlinkBot Loss Game Rules -6 7 00:08:49 — —