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DoogieHowitzer

Details
Author mindme
Race Protoss
Type python
Bot Zip --
Bot data --
Created 03. Sept. 2020 - 02:39:51
Last Updated 22. Nov. 2020 - 22:23:20

Trophies
No trophies
Biography

DoogieHowitzer is a reinforcement learning bot focused around rushing with cannons and gateways that build zealots.

The rushing probes use RL to make it's decisions on which way to move, and if it should build a cannon or gateway.

While V1.0 viewed the game world in a 48X48 square centered around the probe, in V1.2, it views the game world in a 70x70 square centered around the enemy's bases. With the 48X48 square the probe was often able to lose view of enemy bases. This change fixes that issue.

A single frame is passed to a convolutional network where it's able to choose between 10 basic actions.

8 actions are basic movement directions for the probe, while the remaining 2 are build cannon or build probe. If a pylon is not present when a cannon or gateway is chosen, then a pylon will be built instead.

V1.2 has trained for about 12k battles.

Future plans are to increase the number of actions available for the bot to use for more precise control.

Bot does not train on arena.

Rankings

Season Opened Closed Division ELO
Sc2 AI Arena Season 1 14. Feb. 2021 - 09:32:09 01. June 2021 - 23:50:42 1 1526 Stats
AI Arena - Season 2 23. June 2020 - 23:52:21 17. Jan. 2021 - 21:28:22 1 1495 Stats

Results

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ID Date Opponent Result Cause +/- Avg Step(ms) Duration Replay Tags
695860 06 Aug. 21, 21:58 Dovahkiin None Initialization Failure 0 00:00:00
522590 14 April 21, 16:23 dantheman_3 00:00:00
522589 14 April 21, 16:22 dantheman_3 00:00:00
464293 07 Feb. 21, 15:00 Noobgam2 Win Game Rules 5 00:11:20
453587 16 Jan. 21, 00:02 Ketroc Loss Game Rules 13 00:09:26
453586 15 Jan. 21, 21:20 Ketroc Win Game Rules 5 00:15:46
453585 15 Jan. 21, 21:13 Ketroc Loss Game Rules 2 00:05:00
453574 15 Jan. 21, 20:12 Ketroc Win Game Rules 5 00:09:35
451210 15 Jan. 21, 03:27 Ketroc Loss Game Rules 1 00:09:45
451201 15 Jan. 21, 01:44 Ketroc Tie Game Rules 6 01:00:00
448840 13 Jan. 21, 09:39 Ketroc Loss Game Rules 11 00:09:46
448839 13 Jan. 21, 09:19 Ketroc Loss Game Rules 2 00:05:39
448838 13 Jan. 21, 09:18 Ketroc Loss Game Rules 10 00:05:38
448829 13 Jan. 21, 07:12 Ketroc Win Game Rules 5 00:06:55
448828 13 Jan. 21, 07:12 Ketroc Tie Game Rules 5 01:00:00
448827 13 Jan. 21, 06:51 Ketroc Tie Game Rules 2 01:00:00
448785 13 Jan. 21, 05:34 Ketroc Win Game Rules 4 00:08:11
448784 13 Jan. 21, 05:31 Ketroc Win Game Rules 4 00:06:39
444137 10 Jan. 21, 21:17 TheHarvester Loss Game Rules 3 00:05:00
420925 23 Dec. 20, 08:33 VerminDog Loss Game Rules 4 00:03:26
411643 14 Dec. 20, 19:34 ANIbot Loss Game Rules 11 00:08:51
411642 14 Dec. 20, 19:33 ANIbot Loss Game Rules 2 00:08:50
411641 14 Dec. 20, 19:32 ANIbot Loss Game Rules 10 00:07:56
411640 14 Dec. 20, 19:31 ANIbot Loss Game Rules 1 00:05:00
411639 14 Dec. 20, 19:28 ANIbot Loss Game Rules 10 00:05:00
411638 14 Dec. 20, 19:27 ANIbot Loss Game Rules 6 00:12:31
411607 14 Dec. 20, 15:50 ANIbot Loss Game Rules 1 00:05:00
411599 14 Dec. 20, 14:01 TestBot Loss Game Rules 1 00:05:00
411598 14 Dec. 20, 13:59 TestBot Loss Game Rules 1 00:05:00
411589 14 Dec. 20, 10:02 TestBot Loss Game Rules 6 00:12:16