Difference between revisions of "User:Nat/SDSResearch"

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(→‎Version History: version detail)
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Research with Symbolic Dynamic Segmentation.
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My research on developing a [[symbolic dynamic segmentation]] gun, at least in the first. Now it looks more like [[zoom targeting]] (see [[oldwiki:ZoomTargeting|the page on old wiki]]).
  
 
== Challenge Result ==
 
== Challenge Result ==
 
=== Targeting Challenge Y2K7 Fast Learning ===
 
=== Targeting Challenge Y2K7 Fast Learning ===
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{| border=1
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{| border="1" style="border-collapse: collapse; font-size: 85%; color: black"
 
| '''Name''' || '''Author''' || '''Gun''' || '''CC''' || '''RMX''' || '''SHA''' || '''WS''' || '''WOE''' || '''Surf''' || '''DM''' || '''FT''' || '''GG''' || '''RMC''' || '''WLO''' || '''No Surf''' || '''Total''' || '''Comment'''  
 
| '''Name''' || '''Author''' || '''Gun''' || '''CC''' || '''RMX''' || '''SHA''' || '''WS''' || '''WOE''' || '''Surf''' || '''DM''' || '''FT''' || '''GG''' || '''RMC''' || '''WLO''' || '''No Surf''' || '''Total''' || '''Comment'''  
 
|-
 
|-
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| AstraeaTC SDS0005 || [[Nat]] || SDS/GF/Arr || 61.99 || 72.40 || 68.23 || 71.16 || 69.11 || '''68.58''' || 78.54 || 82.51 || 78.06 || 75.96 || 75.17 || '''78.05''' || '''73.31''' || 2.1 seasons
 
| AstraeaTC SDS0005 || [[Nat]] || SDS/GF/Arr || 61.99 || 72.40 || 68.23 || 71.16 || 69.11 || '''68.58''' || 78.54 || 82.51 || 78.06 || 75.96 || 75.17 || '''78.05''' || '''73.31''' || 2.1 seasons
 
|-
 
|-
−
| AstraeaTC SDS0006 || [[null]] || null || 64.46 || 70.16 || 64.15 || 73.59 || 63.83 || '''67.24''' || 82.37 || 76.76 || 77.61 || 77.53 || 79.71 || '''78.80''' || '''73.02''' || 20.0 seasons
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| AstraeaTC SDS0006 || Nat || SDS/GF || 64.46 || 70.16 || 64.15 || 73.59 || 63.83 || '''67.24''' || 82.37 || 76.76 || 77.61 || 77.53 || 79.71 || '''78.80''' || '''73.02''' || 20.0 seasons
 
|-
 
|-
 
|style="border:none;height: 0.4em;"|
 
|style="border:none;height: 0.4em;"|
 
|-
 
|-
−
| SDSRobot TC0001 || || || 63.81 || 73.88 || 58.52 || 70.48 || 57.01 || '''64.74''' || 84.78 || 78.48 || 77.97 || 77.71 || 77.68 || '''79.32''' || '''72.03''' || 15.0 seasons
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| SDSRobot TC0001 || Nat || SDS/GF || 62.76 || 73.68 || 57.93 || 71.12 || 56.61 || '''64.42''' || 83.61 || 78.04 || 77.76 || 76.63 || 78.85 || '''78.98''' || '''71.70''' || 51.0 seasons
 
|}
 
|}
 +
=== Targeting Challenge RM ===
  
 +
{| border="1" style="border-collapse: collapse; font-size: 85%; color: black"
 +
| '''Bot''' || '''Author''' || '''Gun''' || '''Aspd''' || '''Sprw''' || '''Fhqw''' || '''Yngw''' || '''FlMn''' || '''EASY''' || '''Tron''' || '''HTTC''' || '''RnMB''' || '''DlMc''' || '''Grbb''' || '''MEDIUM''' || '''SnDT''' || '''Cgrt''' || '''Frtn''' || '''WkOb''' || '''RkMc''' || '''HARD''' || '''TOTAL''' || '''Comments'''
 +
|-
 +
| SDSRobot TC0001 || Nat || SDS/GF || 88.21 || 94.33 || 95.54 || 97.10 || 91.05 || '''93.24''' || 83.51 || 84.30 || 80.67 || 83.61 || 77.76 || '''81.97''' || 72.59 || 77.85 || 78.04 || 78.85 || 76.63 || '''76.79''' || '''84.00''' || 33.1 seasons
 +
 +
|}
 
== Version History ==
 
== Version History ==
 
All research robot is now available [http://nat.robothai.net/robocode/sdsresearch/ here].
 
All research robot is now available [http://nat.robothai.net/robocode/sdsresearch/ here].
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* 0001: Completely rewrite, using a tree with equivalent functionality instead of an array and strings.  
 
* 0001: Completely rewrite, using a tree with equivalent functionality instead of an array and strings.  
 
=== Todo List ===
 
=== Todo List ===
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* Make a single string contains every log.
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* <s>Make a single string contains every log.</s> '''DROPPED!''' use tree instead.
 
* <s>Examine what Virus does :-)</s> '''DONE!'''
 
* <s>Examine what Virus does :-)</s> '''DONE!'''
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* Make it faster.
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* <s>Make it faster.</s> '''DONE!'''
−
* Use Kernel Density instead of an array to find firing angle
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* <s>Use Kernel Density instead of an array to find firing angle</s> '''DONE!'''
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* If there are less than 2 matches, consider not to use that segment and truncate once more.
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* <s>If there are less than 2 matches, consider not to use that segment and truncate once more.</s> '''Still experimenting.'''
 
* <s>If use only firing waves, match only when low gunheat (0001 and 0002 match every tick)</s> '''DROPPED!''' non-firing is better anyway.
 
* <s>If use only firing waves, match only when low gunheat (0001 and 0002 match every tick)</s> '''DROPPED!''' non-firing is better anyway.
−
* Try KMP.
+
* <s>Try KMP.</s> '''DROPPED''' Using a tree is faster by the way.
−
* ...
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* Try using more detailed segment '''IN-PROGRESS'''
−
 
 
 
== Chat ==
 
== Chat ==
 
''See [[User_talk:Nat/SDSResearch|discussion page]]''
 
''See [[User_talk:Nat/SDSResearch|discussion page]]''

Revision as of 12:38, 1 September 2009

My research on developing a symbolic dynamic segmentation gun, at least in the first. Now it looks more like zoom targeting (see the page on old wiki).

Challenge Result

Targeting Challenge Y2K7 Fast Learning

Name Author Gun CC RMX SHA WS WOE Surf DM FT GG RMC WLO No Surf Total Comment
Astraea 0.1TC Nat SDS/GF/Arr 60.31 74.07 64.17 67.65 65.87 66.41 85.72 77.81 71.73 79.26 79.97 78.90 72.65 20.0 seasons
Astraea SDS0002 Nat SDS/GF/Arr 64.92 76.43 65.38 73.62 70.93 70.25 84.33 75.64 73.16 74.97 76.66 76.95 73.60 15.0 seasons
Astraea SDS0003 Nat SDS/GF/Arr 70.25 76.55 68.86 77.10 73.22 73.20 83.83 77.58 75.19 76.59 77.82 78.20 75.70 15.0 seasons
AstraeaTC SDS0004 Nat SDS/GF/Arr 67.80 74.90 66.85 75.31 70.11 70.99 83.56 77.91 77.67 77.82 76.72 78.74 74.86 16.4 seasons
AstraeaTC SDS0005 Nat SDS/GF/Arr 61.99 72.40 68.23 71.16 69.11 68.58 78.54 82.51 78.06 75.96 75.17 78.05 73.31 2.1 seasons
AstraeaTC SDS0006 Nat SDS/GF 64.46 70.16 64.15 73.59 63.83 67.24 82.37 76.76 77.61 77.53 79.71 78.80 73.02 20.0 seasons
SDSRobot TC0001 Nat SDS/GF 62.76 73.68 57.93 71.12 56.61 64.42 83.61 78.04 77.76 76.63 78.85 78.98 71.70 51.0 seasons

Targeting Challenge RM

Bot Author Gun Aspd Sprw Fhqw Yngw FlMn EASY Tron HTTC RnMB DlMc Grbb MEDIUM SnDT Cgrt Frtn WkOb RkMc HARD TOTAL Comments
SDSRobot TC0001 Nat SDS/GF 88.21 94.33 95.54 97.10 91.05 93.24 83.51 84.30 80.67 83.61 77.76 81.97 72.59 77.85 78.04 78.85 76.63 76.79 84.00 33.1 seasons

Version History

All research robot is now available here.

  • 0001: (0.1TC) I need to improved a lot, this version have 7 segments; log size of 1000.
  • 0002: Change LinkedList to ArrayList, increase the segmentation length from 7 to 18, increase log size from 1,000 to 10,000.
  • 0003: Now use 22 000 log size with non-firing wave. (22 000 is the largest log size with acceptable skipped turn rate NOTE: a movement is not yet processed)
  • 0004: OK, in recent version it use the last 10 records for targeting. (I log all hit GF to an array and rolling them), this version no longer rolling the stats
  • 0005: Discard if log size for that segment is lower than 5, if nothing get when string length being truncated to zero, every segment is used. This version have a bad result because it took to much processing time and skipped a TON of turn.
  • 0006: Still very slow. Now rolling at 15. Skipped it log size is lower than 2. Better against random mover but a lot worse to surfer...
  • 0001: Completely rewrite, using a tree with equivalent functionality instead of an array and strings.

Todo List

  • Make a single string contains every log. DROPPED! use tree instead.
  • Examine what Virus does :-) DONE!
  • Make it faster. DONE!
  • Use Kernel Density instead of an array to find firing angle DONE!
  • If there are less than 2 matches, consider not to use that segment and truncate once more. Still experimenting.
  • If use only firing waves, match only when low gunheat (0001 and 0002 match every tick) DROPPED! non-firing is better anyway.
  • Try KMP. DROPPED Using a tree is faster by the way.
  • Try using more detailed segment IN-PROGRESS

Chat

See discussion page

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