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Copyright © 2014, XiaoYu (Gary) Ge, Stephen Gould, Jochen Renz, Sahan Abeyasinghe, Jim Keys, Andrew Wang, Peng Zhang. All rights reserved. | ||
Team HeartyTian: Tian Jian Wang | ||
This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/ | ||
or send a letter to Creative Commons, 444 Castro Street, Suite 900, Mountain View, California, 94041, USA. |
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ANGRYBIRDS AI AGENT FRAMEWORK | ||
Copyright © 2014, XiaoYu (Gary) Ge, Stephen Gould, Jochen Renz, Sahan Abeyasinghe, Jim Keys, Andrew Wang, Peng Zhang. All rights reserved. | ||
This software contains a framework for developing AI agents capable of | ||
playing Angry Birds. The framework is composed of a javascript plugin | ||
for the Chrome web browser and Java client/server code for interfacing | ||
to the game and implementing the AI strategy. A sample agent is provided. | ||
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* The details of the server/client protocols can be found in ./doc/ServerClientProtocols.pdf | ||
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* We provide a sample agent communicating with the server by the pre-defined protocols. The implementation can be found in ./src/ab/demo/ClientNaiveAgent.java | ||
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* We provide a wrapper class in java that can encode/decode the communicating messages. The wrapper can be found in ./src/ab/demo/other/{ClientActionRobot.java , ClientActionRobotJava.java} | ||
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* We provide a sample C++ client that demonstrates how to connect to the server and send a doScreenShot message. It can be found in ./src/ab/demo/abClientExample.cpp | ||
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=================== Commands of the server/client version ===================================================== | ||
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* Please start the server first, and then start your client. | ||
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To start the server: java -jar ABServer.jar | ||
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To start the naive agent (server/client version): java -jar ABSoftware.jar -nasc [IP] | ||
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*You do not need to specify the IP when the server is running on localhost | ||
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===================== Commands of the standalone version ======================================================= | ||
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java -jar ABSoftware.jar -na // run the agent from level 1 | ||
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java -jar ABSoftware.jar -na [0-21] // run the agent from the specified level. | ||
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java -jar ABSoftware.jar -na [0-21] -showMBR // run the agent with the real-time vision output (MBR segmentation) | ||
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java -jar ABSoftware.jar -na [0-21] -showReal // run the agent with the real-time vision output (Real shape segmentation) | ||
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java -jar ABSoftware.jar -showMBR // show the real-time MBR segmentation | ||
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java -jar ABSoftware.jar -showReal // show the real-time real shape segmentation | ||
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java -jar ABSoftware.jar -showTraj // show the real-time trajectory prediction | ||
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java -jar ABSoftware.jar -recordImg [directory] // save the current game image to the specified directory | ||
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================================ Outline of the source files ==================================================== | ||
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The src folder contains all the java source codes of the software. | ||
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The following are the files you may want to modify: | ||
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========= Files under ./src/ab/demo/ ===================== | ||
ClientNaiveAgent.java : A server/client version of the Naive agent that interacts with the server by the pre-defined protocols | ||
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NaiveAgent.java : A standardalone implementation of the Naive agent. You can run this agent without the server. | ||
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======== Files under ./src/ab/demo/other/ ================ | ||
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ActionRobot.java : A java util class for the standalone version. It provides common functions an agent would use. E.g. get the screenshot | ||
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ClientActionRobot.java : A server/client version of the java util class that encodes client messages and decodes the corresponding server messages complying with the protocols. Its subclass is ClientActionRobotJava.java which decodes the received server messages into java objects. | ||
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LoadingLevelSchema.java / RestartLevelSchema.java / ShootingSchema.java : Those files are only for the standalone version. A standalone agent can use the schemas respectively to load levels, restart levels, and launch birds. | ||
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======== Files under ./src/ab/planner/ ==================== | ||
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TrajectoryPlanner.java : Implementation of the trajectory module | ||
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======= Files under ./src/ab/vision ====================== | ||
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Vision.java : the entry of the vision module. | ||
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VisionMBR.java : image segmenting component that outputs a list of MBRs of a screenshot | ||
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VisionRealShape.java: image segmenting component that outputs a list of real shapes of a screenshot | ||
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======= Other Useful methods in /src/ab/utils/ABUtil.java ========================================= | ||
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isSupport(ABObject object, ABObject support): returns true if support directly supports object | ||
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getSupports(ABObject object, List blocksList): returns a list containing the subset of blocksList that support object | ||
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isReachable(Vision vision, Point target, Shot shot): returns true if the target is reachable (without obstruction) by the shot | ||
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====== Files under ./src/external =========================== | ||
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ClientMessageEncoder.java : encode the client messages according to the protocols | ||
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ClientMessageTable.java : a table that maintains all the client messages and its corresponding MIDs. | ||
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<?xml version="1.0" encoding="UTF-8" standalone="no"?> | ||
<project default="jar" name="datalab"> | ||
<!--ANT 1.7 is required --> | ||
<property name="lib.dir" value="external"/> | ||
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<path id="classpath"> | ||
<fileset dir="${lib.dir}" includes="**/*.jar"/> | ||
</path> | ||
<target name="clean"> | ||
<delete dir="src" includes = "**/*.class"/> | ||
</target> | ||
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<target name="compile"> | ||
<mkdir dir="src"/> | ||
<javac srcdir="src" destdir="src" classpathref="classpath"/> | ||
</target> | ||
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<target name="jar"> | ||
<jar destfile="ABSoftware.jar"> | ||
<manifest> | ||
<attribute name="Main-Class" value="org.eclipse.jdt.internal.jarinjarloader.JarRsrcLoader"/> | ||
<attribute name="Rsrc-Main-Class" value="ab.demo.HeartyTian2017MainEntry"/> | ||
<attribute name="Class-Path" value="."/> | ||
<attribute name="Rsrc-Class-Path" value="./ Jama-1.0.2.jar json-simple-1.1.1.jar WebSocket.jar commons-codec-1.7.jar"/> | ||
</manifest> | ||
<zipfileset src="external/jar-in-jar-loader.zip"/> | ||
<fileset dir="src/"/> | ||
<fileset dir="resources/"/> | ||
<zipfileset dir="external" includes="Jama-1.0.2.jar"/> | ||
<zipfileset dir="external" includes="json-simple-1.1.1.jar"/> | ||
<zipfileset dir="external" includes="WebSocket.jar"/> | ||
<zipfileset dir="external" includes="commons-codec-1.7.jar"/> | ||
</jar> | ||
</target> | ||
</project> |
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@echo off | ||
if "%3"=="" ( | ||
goto :aibirds | ||
) | ||
if "%3"=="b" ( | ||
goto :label1 | ||
) | ||
if "%3"=="r" ( | ||
cd img | ||
del /s "*.png" | ||
cd .. | ||
goto :aibirds | ||
) | ||
if "%3"=="rb" ( | ||
goto :label2 | ||
)else ( | ||
goto :aibirds | ||
) | ||
:label2 | ||
cd img | ||
del /s "*.png" | ||
cd .. | ||
:label1 | ||
call ant compile | ||
IF %ERRORLEVEL% NEQ 0 ( | ||
goto :eof | ||
) | ||
call ant jar | ||
IF %ERRORLEVEL% NEQ 0 ( | ||
goto :eof | ||
) | ||
:aibirds | ||
start java -jar ABServer.jar | ||
java -jar ABSoftware.jar 127.0.0.1 %1 %2 |
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Source folder for the [GitHub Pages](https://pages.github.com) of Angry-HEX |
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theme: jekyll-theme-cayman |
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# Angry-HEX | ||
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_Angry-HEX_ is a joint development of groups at Università della Calabria ([UNICAL](http://www.mat.unical.it)), Technische Universität Wien ([TUWIEN](http://www.kr.tuwien.ac.at)), Marmara University ([MARMARA](http://www.knowlp.com)), and Max Planck Institut für Informatik ([MPI](http://www.mpi-inf.mpg.de/departments/databases-and-information-systems/)). | ||
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A distinctive characteristic of our agent is that it uses a declarative, logic programming based module for reasoning about the target to shoot at next. | ||
It is realized as a so-called _HEX-program_, i.e., by means of Answer Set Programming (ASP) with external sources and other extensions. | ||
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## The Angry-HEX agent | ||
Our agent, called _Angry-HEX_, builds on the Base Framework provided by the organizers and extends it with declarative means for decision making models by means of an Answer Set Programming (ASP). | ||
Declarative logic programming controls two different layers for _Angry-HEX_: the **Tactics** layer, which plans shots, and decides how to complete a level; and the **Strategy** layer, which decides the order of levels to play and repeated attempts to solve the same level. | ||
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Tactics is declaratively realized by _HEX-programs_, i.e., an extension of ASP to incorporate external sources of computation via so-called _external atoms_. | ||
It is implemented using the _DLVHEX_ solver and computes optimal shots based on information about the current scene and on domain knowledge modeled within the _HEX-program_. | ||
Its _input_ comprises scene information encoded as a set of logic program facts (position, size and orientation of pigs, ice, wood and stone blocks, slingshot, etc.); its _output_ are _answer sets_ that contain a dedicated atom describing the target to hit, and further information about the required shot. | ||
Physics simulation results and other information are accessed via external atoms. | ||
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The **Strategy** layer decides, at the end of each level, which level to play next. | ||
This layer is also realized declaratively as an (ordinary) ASP program encoding our strategy on three priority levels: (1) each available level is played once; (2) levels where the agent score differs most from the current best score are selected; (3) levels where _Angry-HEX_ achieved a score higher than the current best scores and that have the minimum difference from the best score, are selected. | ||
For each level, the **Strategy** layer keeps tracks of previously achieved scores and previously selected initial target objects. | ||
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## Core Team | ||
- Francesco Calimeri [2013-2017] | ||
- Michael Fink [2013-2015] | ||
- Valeria Fionda [2016-2017] | ||
- Stefano Germano [2013-2017] | ||
- Andreas Humenberger [2014-2015] | ||
- Giovambattista Ianni [2013-2016] | ||
- Aldo Marzullo [2017] | ||
- Christoph Redl [2013-2017] | ||
- Zeynep G. Saribatur [2016-2017] | ||
- Peter Schüller [2016-2017] | ||
- Daria Stepanova [2014-2017] | ||
- Andrea Tucci [2014-2015] | ||
- Anton Wimmer [2013] | ||
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### Contacts | ||
angryhex "AT" mat.unical.it | ||
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### Team Descriptions | ||
- [2013](https://aibirds.org/2013-Papers/Team-Descriptions/AngryHEX.pdf) | ||
- [2014](https://aibirds.org/2014-papers/AngryHEX-2014.pdf) | ||
- [2015](https://aibirds.org/2014-papers/AngryHEX-2014.pdf) | ||
- [2016]() | ||
- [2017]() | ||
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## License | ||
[GNU Affero General Public License](https://github.com/DeMaCS-UNICAL/Angry-HEX/blob/master/LICENSE) | ||
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## Publications | ||
- Francesco Calimeri, Michael Fink, Stefano Germano, Andreas Humenberger, Giovambattista Ianni, Christoph Redl, Daria Stepanova, Andrea Tucci, Anton Wimmer.<br /> | ||
_"Angry-HEX: an artificial player for angry birds based on declarative knowledge bases."_<br /> | ||
IEEE Transactions on Computational Intelligence and AI in Games (TCIAIG) 8, no. 2 (2016): 128-139. | ||
- Francesco Calimeri, Michael Fink, Stefano Germano, Giovambattista Ianni, Christoph Redl, Anton Wimmer<br /> | ||
_"AngryHEX: An Artificial Player for Angry Birds Based on Declarative Knowledge Bases."_<br /> | ||
In National Workshop and Prize on Popularize Artificial Intelligence (PAI), Turin, Italy December 5, 2013, vol. 8148, pp. 267-275. Springer, 2013<br /> | ||
**Winner of the Best Paper Award for the section "Academic and Research Experiences"** | ||
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## Useful material | ||
- [Poster 2013](files/poster_2013.pdf) | ||
- [Slides PAI 2013](files/slides_PAI_13.pdf) | ||
- [Slides 2014](files/slides_2014.pdf) |
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20 |
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#!/bin/bash | ||
BUHEHE=1 | ||
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if [ "X$1" == "Xb" ] || [ "X$2" == "Xb" ]; then | ||
BUHEHE=0 | ||
ant compile | ||
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if [ "$?" -eq "0" ]; then | ||
ant jar | ||
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if [ "$?" -eq "0" ]; then | ||
BUHEHE=1 | ||
fi | ||
fi | ||
fi | ||
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if [ "X$BUHEHE" == "X1" ] && [ "X$1" != "Xb" ]; then | ||
open -a /Applications/Google\ Chrome.app http://chrome.angrybirds.com/ | ||
find ./img -name "*.png" -exec rm {} \; | ||
sleep 10 | ||
java -jar ABServer.jar & | ||
sleep 5 | ||
java -jar ABSoftware.jar 127.0.0.1 # "$1" | ||
PID=$(ps -A | grep '/Applications/Google Chrome.app/Contents/MacOS/Google Chrome' | head -1 | sed 's/^[ \t]*//' | cut -d" " -f 1,1) | ||
kill -9 "$PID" | ||
PID=$(ps -A | grep 'ABServer.jar' | head -1 | sed 's/^[ \t]*//' | cut -d" " -f 1,1) | ||
kill -9 "$PID" | ||
fi |
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1,7,4,4,1,2,1,0,0,36,5,26,5,2,11,0,583,343,90,48,4320,11,OMITTED,3,40,0,11,0,11,0,722,308,95,83,7885,13,OMITTED,4,61,0,13,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,choosable targets : 0,4,2300,2300,2300,8 | ||
1,6,2,5,0,1,1,0,0,37,7,25,5,2,11,0,605,342,90,49,4410,11,OMITTED,3,41,0,11,0,11,0,722,308,94,83,7802,13,OMITTED,3,63,0,13,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,choosable targets : 25, num destroyable blocks on selected traj : 3,4,36770,36770,39070,9 | ||
1,1,2,5,0,1,1,0,0,33,6,23,4,1,11,0,736,327,207,64,13248,22,OMITTED,1,-1,0,22,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,choosable targets : 23, num destroyable blocks on selected traj : 5,5,5520,5520,44590,10 | ||
1,1,1,6,0,0,1,0,0,28,7,17,4,1,11,0,583,342,90,49,4410,10,OMITTED,1,-1,0,10,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,choosable targets : 7, num destroyable blocks on selected traj : 0,4,-1,-1,-1,11 | ||
2,5,5,6,0,0,5,0,0,41,34,2,3,2,10,0,641,272,157,115,18055,36,OMITTED,4,32,33,0,1,11,0,683,214,58,51,2958,5,OMITTED,1,-1,1,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1,196,3,1,,,,,,,,,,,,,,,,choosable targets : 34, num destroyable blocks on selected traj : 8,4,14850,14850,14850,12 | ||
2,3,3,6,0,0,3,0,0,36,30,2,3,2,10,0,641,272,157,115,18055,31,OMITTED,2,23,29,0,1,11,0,683,215,58,50,2900,5,OMITTED,1,-1,1,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,choosable targets : 30, num destroyable blocks on selected traj : 7,4,11700,11700,26550,13 | ||
2,2,2,6,0,0,2,0,0,29,23,2,3,2,10,0,516,303,52,49,2548,5,OMITTED,1,-1,5,0,0,11,0,683,215,58,50,2900,5,OMITTED,1,-1,1,2,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,choosable targets : 23, num destroyable blocks on selected traj : 7,4,12390,12390,38940,14 | ||
1,7,4,4,1,2,1,0,0,37,6,26,5,2,11,0,583,343,90,48,4320,11,OMITTED,3,41,0,11,0,11,0,722,308,95,83,7885,13,OMITTED,4,61,0,13,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,choosable targets : 0,4,2300,2300,2300,17 | ||
1,6,3,5,0,2,1,0,0,37,6,26,5,2,11,0,605,342,90,49,4410,11,OMITTED,3,41,0,11,0,11,0,722,308,94,83,7802,14,OMITTED,3,63,0,14,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,choosable targets : 26, num destroyable blocks on selected traj : 3,4,36770,36770,39070,18 |
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CurrentLevel,StartLevelPigCount,StartLevelBirdCount,birdOnSling,StartLevelRedCount,StartLevelYellowCount,StartLevelBlueCount,StartLevelBlackCount,StartLevelWhiteCount,StartLevelBlockCount,StartLevelIceCount,StartLevelWoodCount,StartLevelStoneCount,BuildingsCount,Building1DominantType,Building1Proportions,Building1TopX,Building1TopY,Building1Width,Building1Height,Building1Area,Building1BlocksSize,Building1IsBunkerIncluded,Building1PigsInTheBunker,Building1FurthestBlockFromPig,Building1IceCount,Building1WoodCount,Building1StoneCount,Building2DominantType,Building2Proportions,Building2TopX,Building2TopY,Building2Width,Building2Height,Building2Area,Building2BlocksSize,Building2IsBunkerIncluded,Building2PigsInTheBunker,Building2FurthestBlockFromPig,Building2IceCount,Building2WoodCount,Building2StoneCount,Building3DominantType,Building3Proportions,Building3TopX,Building3TopY,Building3Width,Building3Height,Building3Area,Building3BlocksSize,Building3IsBunkerIncluded,Building3PigsInTheBunker,Building3FurthestBlockFromPig,Building3IceCount,Building3WoodCount,Building3StoneCount,Building4DominantType,Building4Proportions,Building4TopX,Building4TopY,Building4Width,Building4Height,Building4Area,Building4BlocksSize,Building4IsBunkerIncluded,Building4PigsInTheBunker,Building4FurthestBlockFromPig,Building4IceCount,Building4WoodCount,Building4StoneCount,Building5DominantType,Building5Proportions,Building5TopX,Building5TopY,Building5Width,Building5Height,Building5Area,Building5BlocksSize,Building5IsBunkerIncluded,Building5PigsInTheBunker,Building5FurthestBlockFromPig,Building5IceCount,Building5WoodCount,Building5StoneCount,BunkersCount,Bunker1IsStuffAbove,Bunker1IsStuffBelow,Bunker1DominantType,Bunker1Proportions,Bunker1TopX,Bunker1TopY,Bunker1Width,Bunker1Height,Bunker1Area,Bunker1LeftSideSize,Bunker1TotalSize,Bunker1DistanceBelowPig,Bunker1IceCount,Bunker1WoodCount,Bunker1StoneCount,Bunker2IsStuffAbove,Bunker2IsStuffBelow,Bunker2DominantType,Bunker2Proportions,Bunker2TopX,Bunker2TopY,Bunker2Width,Bunker2Height,Bunker2Area,Bunker2LeftSideSize,Bunker2TotalSize,Bunker2DistanceBelowPig,Bunker2IceCount,Bunker2WoodCount,Bunker2StoneCount,Bunker3IsStuffAbove,Bunker3IsStuffBelow,Bunker3DominantType,Bunker3Proportions,Bunker3TopX,Bunker3TopY,Bunker3Width,Bunker3Height,Bunker3Area,Bunker3LeftSideSize,Bunker3TotalSize,Bunker3DistanceBelowPig,Bunker3IceCount,Bunker3WoodCount,Bunker3StoneCount,Bunker4IsStuffAbove,Bunker4IsStuffBelow,Bunker4DominantType,Bunker4Proportions,Bunker4TopX,Bunker4TopY,Bunker4Width,Bunker4Height,Bunker4Area,Bunker4LeftSideSize,Bunker4TotalSize,Bunker4DistanceBelowPig,Bunker4IceCount,Bunker4WoodCount,Bunker4StoneCount,supportBeamsCount,SupportBeam1ObjectType,SupportBeam1Area,SupportBeam1DistanceBelowRegular,SupportBeam1DistanceBelow,SupportBeam2ObjectType,SupportBeam2Area,SupportBeam2DistanceBelowRegular,SupportBeam2DistanceBelow,SupportBeam3ObjectType,SupportBeam3Area,SupportBeam3DistanceBelowRegular,SupportBeam3DistanceBelow,SupportBeam4ObjectType,SupportBeam4Area,SupportBeam4DistanceBelowRegular,SupportBeam4DistanceBelow,SupportBeam5ObjectType,SupportBeam5Area,SupportBeam5DistanceBelowRegular,SupportBeam5DistanceBelow,RoundObjectsCount,Round1CircleArea,Round1NoOfPigsBeneathCircle,Round1MicroHeuristicId,Round2CircleArea,Round2NoOfPigsBeneathCircle,Round2MicroHeuristicId,Round3CircleArea,Round3NoOfPigsBeneathCircle,Round3MicroHeuristicId,Round4CircleArea,Round4NoOfPigsBeneathCircle,Round4MicroHeuristicId,Round5CircleArea,Round5NoOfPigsBeneathCircle,Round5MicroHeuristicId,Round6CircleArea,Round6NoOfPigsBeneathCircle,Round6MicroHeuristicId,HeuristicType,ChangeScore,ChangeScore W/O pigs,TotalScore,ImgCount |
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{ | ||
"name": "Angry Birds Interface", | ||
"version": "1", | ||
"manifest_version": 2, | ||
"content_scripts": [ | ||
{ | ||
"matches": ["http://chrome.angrybirds.com/"], | ||
"css": ["style.css"], | ||
"js": ["jquery-1.7.2.min.js", "script.js"] | ||
} | ||
] | ||
} |
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