Difference between revisions of "Diamond"
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| targeting = [[Dynamic Clustering|Dynamic Clustering]], [[Displacement Vector|Displacement Vectors]] | | targeting = [[Dynamic Clustering|Dynamic Clustering]], [[Displacement Vector|Displacement Vectors]] | ||
| movement = [[Minimum Risk Movement|Minimum Risk Movement]], [[Dynamic Clustering|DC]]/[[GuessFactor|GF]]-[[Wave Surfing|Wave Surfing]] | | movement = [[Minimum Risk Movement|Minimum Risk Movement]], [[Dynamic Clustering|DC]]/[[GuessFactor|GF]]-[[Wave Surfing|Wave Surfing]] | ||
| − | | current_version = 1.5. | + | | current_version = 1.5.22 |
| license = [http://www.gzip.org/zlib/zlib_license.html zlib] | | license = [http://www.gzip.org/zlib/zlib_license.html zlib] | ||
| − | | download_link = http://www.dijitari.com/void/robocode/voidious.Diamond_1.5. | + | | download_link = http://www.dijitari.com/void/robocode/voidious.Diamond_1.5.22.jar |
| isOpenSource = yes | | isOpenSource = yes | ||
| isMelee = yes | | isMelee = yes | ||
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| − | * It | + | * It took the Melee throne from [[Shadow]]. |
| − | * It may have the strongest gun against [[Random Movement|random movers]]. | + | * It may have the strongest 1v1 gun against [[Random Movement|random movers]]. |
* The Melee and Anti-Surfer guns use [[Displacement Vector|displacement vectors]]. | * The Melee and Anti-Surfer guns use [[Displacement Vector|displacement vectors]]. | ||
* It has pretty debugging graphics. | * It has pretty debugging graphics. | ||
| Line 33: | Line 33: | ||
; How competitive is it? | ; How competitive is it? | ||
| − | : Currently | + | : Currently #2 in both Melee and 1v1. |
== Strategy == | == Strategy == | ||
| Line 68: | Line 68: | ||
; What's next for your robot? | ; What's next for your robot? | ||
| − | : | + | : I'd really love to take the 1v1 throne, but I'm not working on anything for now. |
; Does it have any [[White Whale|White Whales]]? | ; Does it have any [[White Whale|White Whales]]? | ||
| − | : [[Shadow]], [[Portia]], and [[Glacier]] all | + | : [[DemonicRage]], [[Shadow]], [[Portia]], and [[Glacier]] are all big threats in Melee. In 1v1, [[Pris]] really gives it a whooping, along with all the other usual suspects: [[Shadow]], [[YersiniaPestis]], [[DrussGT]], [[Phoenix]], and its brother, [[Dookious]]. |
; What other robot(s) is it based on? | ; What other robot(s) is it based on? | ||
Revision as of 17:42, 17 August 2010
| Diamond | |
 Full Size | |
| Author(s) | Voidious |
| Extends | AdvancedRobot |
| Targeting | Dynamic Clustering, Displacement Vectors |
| Movement | Minimum Risk Movement, DC/GF-Wave Surfing |
| Current Version | 1.5.22 |
| Code License | zlib |
| Download | |
- Sub-pages:
- Version History - Code - DiamondHawk
Background Information
- What's special about it?
|
- How competitive is it?
- Currently #2 in both Melee and 1v1.
Strategy
- How does it move?
- It uses a Minimum Risk Movement, evaluating a bunch of points around itself and choosing the "safest" (least bad / most good) one. I'm still (endlessly, perhaps) tweaking the parameters, but some of the elements are:
- Considers points in a (randomized radius) circle around itself.
- Stay far away from other bots, weighted by their energy.
- Stay perpendicular to other bots.
- Don't be the closest bot to any other bots (avoid being targeted).
- Some randomizing based on past locations.
- In 1v1, it uses Wave Surfing (algorithm derived from Dookious) with Dynamic Clustering for data analysis.
- How does it fire?
- The gun uses Dynamic Clustering for data analysis - i.e., k-nearest neighbors to find similar states, and kernel density among those states to settle on a firing angle. It uses displacement vectors for recording and reconstructing firing angles. It fires a wave for each scan and records the vector the enemy traveled along (interpolating missed scans, if necessary), relative to his initial heading and divided by bullet ticks. To reconstruct a firing angle, it applies one of these vectors to the enemy's current location, heading, and distance (bullet ticks). I thought this made more sense for Melee than GuessFactors, and it's a lot simpler and more efficient than real play-it-forward.
- I'm also experimenting with various clustering techniques under my TripHammer banner.
- How does it select a target to attack/avoid in melee?
- As of 1.30, it no longer does. It aims at everyone on the battle field at once and tries to hit as many enemies as possible. (Big thanks to Shadow/Melee Gun for the excellent idea.)
- How does the melee strategy differ from one-on-one strategy?
- In 1v1, it switches to a Wave Surfing movement and switches to its 1v1 Virtual Guns.
- What does it save between rounds and matches?
- Nothing between matches. Between rounds, it saves all its targeting and movement data, which includes general info about each enemy, a bunch of kd-trees, and maps of the trees' data points to displacement vectors and/or GuessFactors.
Additional Information
- Where did you get the name?
- Diamond is the ex-superhero name of the main character in Powers, my favorite comic book series. That's how it initially occurred to me, as I like to name all my bots after warriors of some sort. But I'd be lying if I said I didn't think it just sounded cool.
- Can I use your code?
- Yes, it's released under the zlib license.
- What's next for your robot?
- I'd really love to take the 1v1 throne, but I'm not working on anything for now.
- Does it have any White Whales?
- DemonicRage, Shadow, Portia, and Glacier are all big threats in Melee. In 1v1, Pris really gives it a whooping, along with all the other usual suspects: Shadow, YersiniaPestis, DrussGT, Phoenix, and its brother, Dookious.
- What other robot(s) is it based on?
- I tried to start with a clean slate on this one. But I did cull some ideas from the wiki and some code from some of my other bots, so I'll just run down a list of credits.
- BrokenSword - General guidance on various things, especially the minimum risk movement and bullet power management.
- Dookious - Diamond's 1v1 movement was directly ported from the Wave Surfing of Dookious, along with a variety of utility functions, including precise prediction code (itself based on Albert's FuturePosition).
- Lukious - The tiniest bit of kernel density code and general guidance on scan distancing.
- HawkOnFire - I never did peek at the code, but it deserves a nod just for the wisdom rozu shared about minimum risk movement via this bot.
- Corbos, Simonton - Corbos for the idea to use a kd-tree to speed up our DC guns, Simonton for the idea of the (much faster for my purposes) bucket variant.
