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 |
IntroductionThis 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. SpecsBot 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 | 1548 | 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
| ID | Date | Opponent | Result | Cause | +/- | Avg Step(ms) | Duration | Replay | Tags |
|---|---|---|---|---|---|---|---|---|---|
| 1769744 | 07 June 23, 10:21 | BaronessZuli | Win | Game Rules | +5 | 10 | 00:12:07 | — | — |
| 1769748 | 07 June 23, 09:25 | PhantomBot | Loss | Game Rules | -3 | 7 | 00:10:42 | — | — |
| 1769751 | 07 June 23, 08:34 | MilkWang1 | Loss | Crash | -3 | 7 | 00:09:40 | — | — |
| 1769746 | 07 June 23, 07:51 | Excess1972 | Win | Game Rules | +2 | 12 | 00:14:36 | — | — |
| 1769417 | 07 June 23, 07:20 | norman | Loss | Game Rules | -3 | 9 | 00:09:30 | — | — |
| 1769410 | 07 June 23, 06:51 | Excess1972 | Loss | Game Rules | -6 | 19 | 00:23:26 | — | — |
| 1769386 | 07 June 23, 06:40 | Visenya | Loss | Game Rules | -3 | 11 | 00:15:29 | — | — |
| 1769414 | 07 June 23, 06:19 | LucidTJS | Win | Game Rules | +1 | 11 | 00:17:34 | — | — |
| 1769216 | 07 June 23, 05:41 | Bombshaker | Win | Crash | +5 | 9 | 00:11:20 | — | — |
| 1769416 | 07 June 23, 05:24 | nida | Loss | Game Rules | -4 | 7 | 00:08:52 | — | — |
| 1769222 | 07 June 23, 04:53 | BaronessZuli | Win | Game Rules | +5 | 11 | 00:10:42 | — | — |
| 1769240 | 07 June 23, 04:45 | nida | Loss | Game Rules | -4 | 8 | 00:15:42 | — | — |
| 1769236 | 07 June 23, 04:28 | Visenya | Loss | Crash | -3 | 8 | 00:11:16 | — | — |
| 1769237 | 07 June 23, 02:24 | PhantomBot | Tie | Game Rules | +1 | 7 | 00:59:26 | — | — |
| 1769322 | 06 June 23, 23:48 | Apidae | Loss | Game Rules | — | 6 | 00:10:39 | — | — |
| 1769321 | 06 June 23, 23:45 | Apidae | Loss | Game Rules | — | 8 | 00:09:42 | — | — |
| 1769320 | 06 June 23, 23:34 | Apidae | Loss | Game Rules | — | 7 | 00:11:35 | — | — |
| 1769319 | 06 June 23, 23:26 | Bombshaker | Loss | Game Rules | — | 17 | 00:29:33 | — | — |
| 1769318 | 06 June 23, 23:25 | Bombshaker | Loss | Game Rules | — | 14 | 00:31:19 | — | — |
| 1769317 | 06 June 23, 23:24 | Bombshaker | Loss | Game Rules | — | 29 | 00:42:57 | — | — |
| 1769316 | 06 June 23, 23:14 | Apidae | Loss | Crash | — | 5 | 00:01:57 | — | — |
| 1769315 | 06 June 23, 23:14 | Apidae | Loss | Crash | — | 8 | 00:01:49 | — | — |
| 1769314 | 06 June 23, 23:09 | Apidae | Loss | Crash | — | 8 | 00:01:55 | — | — |
| 1769135 | 06 June 23, 22:41 | LucidPJS | Win | Game Rules | +4 | 21 | 00:30:24 | — | — |
| 1769114 | 06 June 23, 22:20 | Ender | Loss | Game Rules | -3 | 5 | 00:06:57 | — | — |
| 1769192 | 06 June 23, 22:04 | Apidae | Loss | Game Rules | -3 | 7 | 00:11:30 | — | — |
| 1769310 | 06 June 23, 21:49 | Bombshaker | Loss | Crash | — | 31 | 00:39:17 | — | — |
| 1769309 | 06 June 23, 21:48 | Bombshaker | Loss | Game Rules | — | 18 | 00:28:48 | — | — |
| 1769239 | 06 June 23, 21:17 | LucidZJS | Loss | Game Rules | -5 | 9 | 00:16:28 | — | — |
| 1769125 | 06 June 23, 20:45 | QueenBot | Loss | Game Rules | -3 | 7 | 00:11:56 | — | — |