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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
409702 11 Dec. 20, 17:18 ANI_dev Loss Game Rules 11 00:07:22
409703 11 Dec. 20, 17:20 ANI_dev Loss Game Rules 3 00:07:59
409714 12 Dec. 20, 04:15 FourGateDev Tie Game Rules 17 01:00:00
409722 12 Dec. 20, 08:28 FourGateDev Win Game Rules 3 00:03:20
409723 12 Dec. 20, 10:17 FourGateDev Win Game Rules 12 00:03:33
444137 10 Jan. 21, 21:17 TheHarvester Loss Game Rules 3 00:05:00
339216 03 Sept. 20, 04:42 AdditionalPylons Loss Game Rules 2 00:08:15
339217 03 Sept. 20, 04:56 TheHarvester Win Game Rules 8 00:06:19
339222 03 Sept. 20, 06:15 Paul Win Game Rules 9 00:05:59
343410 07 Sept. 20, 01:10 BenBotBC Loss Game Rules 2 00:05:00
346412 09 Sept. 20, 12:51 ANIbot Win Game Rules 5 00:07:42
346413 09 Sept. 20, 12:53 ANIbot Win Game Rules 8 00:11:35
346415 09 Sept. 20, 15:49 ANIbot Loss Game Rules 11 00:14:53
346422 09 Sept. 20, 16:54 ANIbot Loss Game Rules 5 00:08:48
346423 09 Sept. 20, 17:23 ANIbot Loss Game Rules 3 00:11:35
349691 15 Sept. 20, 22:03 Excess1972 Win Game Rules 14 00:14:56
453574 15 Jan. 21, 20:12 Ketroc Win Game Rules 5 00:09:35
453585 15 Jan. 21, 21:13 Ketroc Loss Game Rules 2 00:05:00
453586 15 Jan. 21, 21:20 Ketroc Win Game Rules 5 00:15:46
453587 16 Jan. 21, 00:02 Ketroc Loss Game Rules 13 00:09:26
464293 07 Feb. 21, 15:00 Noobgam2 Win Game Rules 5 00:11:20
409727 12 Dec. 20, 11:50 FourGateDev Loss Game Rules 10 00:10:03
411589 14 Dec. 20, 10:02 TestBot Loss Game Rules 6 00:12:16
411598 14 Dec. 20, 13:59 TestBot Loss Game Rules 1 00:05:00
411599 14 Dec. 20, 14:01 TestBot Loss Game Rules 1 00:05:00
411607 14 Dec. 20, 15:50 ANIbot Loss Game Rules 1 00:05:00
411638 14 Dec. 20, 19:27 ANIbot Loss Game Rules 6 00:12:31
411639 14 Dec. 20, 19:28 ANIbot Loss Game Rules 10 00:05:00
411640 14 Dec. 20, 19:31 ANIbot Loss Game Rules 1 00:05:00
411641 14 Dec. 20, 19:32 ANIbot Loss Game Rules 10 00:07:56