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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
363069 16 Oct. 20, 19:14 ANIbot Loss Game Rules 6 00:08:31
361736 12 Oct. 20, 19:07 ANI_dev Loss Game Rules 9 00:12:35
359233 07 Oct. 20, 06:13 BraxBot Win Game Rules 11 00:04:39
356957 01 Oct. 20, 11:42 RookieBot Loss Game Rules 13 00:14:32
352721 23 Sept. 20, 13:49 BenBotBC Loss Game Rules 4 00:05:00
349712 16 Sept. 20, 04:29 Nikbot Win Game Rules 10 00:04:47
349691 15 Sept. 20, 22:03 Excess1972 Win Game Rules 14 00:14:56
346423 09 Sept. 20, 17:23 ANIbot Loss Game Rules 3 00:11:35
346422 09 Sept. 20, 16:54 ANIbot Loss Game Rules 5 00:08:48
346415 09 Sept. 20, 15:49 ANIbot Loss Game Rules 11 00:14:53
346413 09 Sept. 20, 12:53 ANIbot Win Game Rules 8 00:11:35
346412 09 Sept. 20, 12:51 ANIbot Win Game Rules 5 00:07:42
343410 07 Sept. 20, 01:10 BenBotBC Loss Game Rules 2 00:05:00
339222 03 Sept. 20, 06:15 Paul Win Game Rules 9 00:05:59
339217 03 Sept. 20, 04:56 TheHarvester Win Game Rules 8 00:06:19
339216 03 Sept. 20, 04:42 AdditionalPylons Loss Game Rules 2 00:08:15
339215 03 Sept. 20, 03:20 AdditionalPylons None Initialization Failure 0 00:00:00
339214 03 Sept. 20, 02:40 AdditionalPylons None Initialization Failure 0 00:00:00