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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
522589 14 April 21, 16:22 dantheman_3 00:00:00
339214 03 Sept. 20, 02:40 AdditionalPylons None Initialization Failure 0 00:00:00
409712 12 Dec. 20, 03:53 FourGateDev Win Crash 00:00:00
522590 14 April 21, 16:23 dantheman_3 00:00:00
339215 03 Sept. 20, 03:20 AdditionalPylons None Initialization Failure 0 00:00:00
409717 12 Dec. 20, 06:48 FourGateDev Win Crash 6 00:01:18
409721 12 Dec. 20, 08:18 FourGateDev Win Crash 6 00:01:22
409713 12 Dec. 20, 04:01 FourGateDev Win Crash 2 00:01:23
409724 12 Dec. 20, 10:53 FourGateDev Win Crash 2 00:01:44
409722 12 Dec. 20, 08:28 FourGateDev Win Game Rules 3 00:03:20
409720 12 Dec. 20, 07:47 FourGateDev Win Crash 3 00:03:21
409718 12 Dec. 20, 07:00 FourGateDev Win Crash 10 00:03:21
409719 12 Dec. 20, 07:07 FourGateDev Win Crash 1 00:03:22
409725 12 Dec. 20, 11:02 FourGateDev Win Crash 7 00:03:26
420925 23 Dec. 20, 08:33 VerminDog Loss Game Rules 4 00:03:26
409726 12 Dec. 20, 11:27 FourGateDev Win Crash 4 00:03:30
409723 12 Dec. 20, 10:17 FourGateDev Win Game Rules 12 00:03:33
402978 04 Dec. 20, 08:32 Timmo Win Game Rules 3 00:04:38
359233 07 Oct. 20, 06:13 BraxBot Win Game Rules 11 00:04:39
409716 12 Dec. 20, 06:29 FourGateDev Win Crash 7 00:04:40
349712 16 Sept. 20, 04:29 Nikbot Win Game Rules 10 00:04:47
411598 14 Dec. 20, 13:59 TestBot Loss Game Rules 1 00:05:00
343410 07 Sept. 20, 01:10 BenBotBC Loss Game Rules 2 00:05:00
453585 15 Jan. 21, 21:13 Ketroc Loss Game Rules 2 00:05:00
352721 23 Sept. 20, 13:49 BenBotBC Loss Game Rules 4 00:05:00
444137 10 Jan. 21, 21:17 TheHarvester Loss Game Rules 3 00:05:00
409698 11 Dec. 20, 17:12 ANIbot Loss Game Rules 6 00:05:00
409699 11 Dec. 20, 17:15 ANIbot Loss Game Rules 1 00:05:00
411640 14 Dec. 20, 19:31 ANIbot Loss Game Rules 1 00:05:00