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aijunbaiaijunbai
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added cpp
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‎cpp/Debug/clear.sh

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#!/bin/bash
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for i in Bernoulli Uniform Normal Mixture; do
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for j in QLearning UCB1 ParticleFilter Beta NormalGamma DirichletNormalGamma; do
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rm -f $i-$j:*
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done
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done
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rm -f MixtureBandit-*
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rm -f curve.png
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rm -f core*
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rm -f gnuplot_cmds

‎cpp/Debug/killall.sh

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#!/bin/bash
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for i in `seq 1 100`; do
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killall bandit
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done

‎cpp/Debug/makefile

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################################################################################
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# Automatically-generated file. Do not edit!
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################################################################################
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-include ../makefile.init
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RM := rm -rf
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# All of the sources participating in the build are defined here
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-include sources.mk
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-include src/subdir.mk
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-include subdir.mk
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-include objects.mk
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ifneq ($(MAKECMDGOALS),clean)
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ifneq ($(strip $(C_UPPER_DEPS)),)
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-include $(C_UPPER_DEPS)
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endif
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ifneq ($(strip $(CPP_DEPS)),)
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-include $(CPP_DEPS)
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endif
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ifneq ($(strip $(C++_DEPS)),)
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-include $(C++_DEPS)
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endif
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ifneq ($(strip $(CC_DEPS)),)
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-include $(CC_DEPS)
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endif
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ifneq ($(strip $(C_DEPS)),)
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-include $(C_DEPS)
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endif
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ifneq ($(strip $(CXX_DEPS)),)
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-include $(CXX_DEPS)
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endif
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endif
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-include ../makefile.defs
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# Add inputs and outputs from these tool invocations to the build variables
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# All Target
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all: bandit
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# Tool invocations
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bandit: $(OBJS) $(USER_OBJS)
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@echo 'Building target: $@'
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@echo 'Invoking: GCC C++ Linker'
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g++ -o "bandit" $(OBJS) $(USER_OBJS) $(LIBS)
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@echo 'Finished building target: $@'
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@echo ' '
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# Other Targets
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clean:
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-$(RM) $(EXECUTABLES)$(C_UPPER_DEPS)$(CPP_DEPS)$(C++_DEPS)$(CC_DEPS)$(OBJS)$(C_DEPS)$(CXX_DEPS) bandit
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-@echo ' '
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.PHONY: all clean dependents
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.SECONDARY:
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-include ../makefile.targets

‎cpp/Debug/mixture.gnuplot

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#!/usr/bin/gnuplot -persist
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#
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#
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# G N U P L O T
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# Version 4.6 patchlevel 1 last modified 2012-09-26
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# Build System: Linux x86_64
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#
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# Copyright (C) 1986-1993, 1998, 2004, 2007-2012
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# Thomas Williams, Colin Kelley and many others
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#
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# gnuplot home: http://www.gnuplot.info
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# faq, bugs, etc: type "help FAQ"
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# immediate help: type "help" (plot window: hit 'h')
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# set terminal wxt 0
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# set output
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unset clip points
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set clip one
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unset clip two
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set bar 1.000000 front
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set border 31 front linetype -1 linewidth 1.000
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set timefmt z "%d/%m/%y,%H:%M"
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set zdata
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set timefmt y "%d/%m/%y,%H:%M"
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set ydata
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set timefmt x "%d/%m/%y,%H:%M"
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set xdata
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set timefmt cb "%d/%m/%y,%H:%M"
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set timefmt y2 "%d/%m/%y,%H:%M"
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set y2data
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set timefmt x2 "%d/%m/%y,%H:%M"
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set x2data
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set boxwidth
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set style fill empty border
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set style rectangle back fc lt -3 fillstyle solid 1.00 border lt -1
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set style circle radius graph 0.02, first 0, 0
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set style ellipse size graph 0.05, 0.03, first 0 angle 0 units xy
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set dummy x,y
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set format x "% g"
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set format y "% g"
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set format x2 "% g"
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set format y2 "% g"
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set format z "% g"
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set format cb "% g"
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set format r "% g"
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set angles radians
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set grid nopolar
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set grid xtics nomxtics ytics nomytics noztics nomztics \
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nox2tics nomx2tics noy2tics nomy2tics nocbtics nomcbtics
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set grid layerdefault linetype 0 linewidth 1.000, linetype 0 linewidth 1.000
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set raxis
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set key title ""
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set key inside right top vertical Right noreverse enhanced autotitles nobox
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set key noinvert samplen 4 spacing 1 width 0 height 0
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set key maxcolumns 0 maxrows 0
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set key noopaque
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unset label
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unset arrow
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set style increment default
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unset style line
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unset style arrow
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set style histogram clustered gap 2 title offset character 0, 0, 0
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unset logscale
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set offsets 0, 0, 0, 0
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set pointsize 1
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set pointintervalbox 1
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set encoding default
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unset polar
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unset parametric
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unset decimalsign
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set view 60, 30, 1, 1
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set samples 100, 100
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set isosamples 10, 10
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set surface
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unset contour
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set clabel '%8.3g'
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set mapping cartesian
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set datafile separator whitespace
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unset hidden3d
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set cntrparam order 4
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set cntrparam linear
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set cntrparam levels auto 5
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set cntrparam points 5
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set size ratio 0 1,1
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set origin 0,0
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set style data points
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set style function lines
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set xzeroaxis linetype -2 linewidth 1.000
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set yzeroaxis linetype -2 linewidth 1.000
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set zzeroaxis linetype -2 linewidth 1.000
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set x2zeroaxis linetype -2 linewidth 1.000
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set y2zeroaxis linetype -2 linewidth 1.000
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set ticslevel 0.5
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set mxtics default
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set mytics default
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set mztics default
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set mx2tics default
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set my2tics default
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set mcbtics default
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set xtics border in scale 1,0.5 mirror norotate offset character 0, 0, 0 autojustify
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set xtics autofreq norangelimit
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set ytics border in scale 1,0.5 mirror norotate offset character 0, 0, 0 autojustify
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set ytics autofreq norangelimit
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set ztics border in scale 1,0.5 nomirror norotate offset character 0, 0, 0 autojustify
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set ztics autofreq norangelimit
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set nox2tics
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set noy2tics
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set cbtics border in scale 1,0.5 mirror norotate offset character 0, 0, 0 autojustify
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set cbtics autofreq norangelimit
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set rtics axis in scale 1,0.5 nomirror norotate offset character 0, 0, 0 autojustify
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set rtics autofreq norangelimit
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set title ""
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set title offset character 0, 0, 0 font "" norotate
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set timestamp bottom
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set timestamp ""
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set timestamp offset character 0, 0, 0 font "" norotate
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set rrange [ * : * ] noreverse nowriteback
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set trange [ * : * ] noreverse nowriteback
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set urange [ * : * ] noreverse nowriteback
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set vrange [ * : * ] noreverse nowriteback
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set xlabel ""
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set xlabel offset character 0, 0, 0 font "" textcolor lt -1 norotate
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set x2label ""
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set x2label offset character 0, 0, 0 font "" textcolor lt -1 norotate
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set xrange [ * : * ] noreverse nowriteback
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set x2range [ * : * ] noreverse nowriteback
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set ylabel ""
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set ylabel offset character 0, 0, 0 font "" textcolor lt -1 rotate by -270
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set y2label ""
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set y2label offset character 0, 0, 0 font "" textcolor lt -1 rotate by -270
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set yrange [ * : * ] noreverse nowriteback
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set y2range [ * : * ] noreverse nowriteback
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set zlabel ""
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set zlabel offset character 0, 0, 0 font "" textcolor lt -1 norotate
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set zrange [ * : * ] noreverse nowriteback
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set cblabel ""
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set cblabel offset character 0, 0, 0 font "" textcolor lt -1 rotate by -270
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set cbrange [ * : * ] noreverse nowriteback
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set zero 1e-08
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set lmargin -1
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set bmargin -1
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set rmargin -1
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set tmargin -1
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set locale "en_US.UTF-8"
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set pm3d explicit at s
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set pm3d scansautomatic
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set pm3d interpolate 1,1 flush begin noftriangles nohidden3d corners2color mean
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set palette positive nops_allcF maxcolors 0 gamma 1.5 color model RGB
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set palette rgbformulae 7, 5, 15
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set colorbox default
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set colorbox vertical origin screen 0.9, 0.2, 0 size screen 0.05, 0.6, 0 front bdefault
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set style boxplot candles range 1.50 outliers pt 7 separation 1 labels auto unsorted
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set loadpath
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set fontpath
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set psdir
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set fit noerrorvariables
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GNUTERM = "wxt"
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plot 'MixtureBandit-0' w l, 'MixtureBandit-1' w l, 'MixtureBandit-2' w l, 'MixtureBandit-3' w l, 'MixtureBandit-4' w l, 'MixtureBandit-5' w l, 'MixtureBandit-6' w l, 'MixtureBandit-7' w l
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# EOF

‎cpp/Debug/objects.mk

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################################################################################
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# Automatically-generated file. Do not edit!
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################################################################################
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LIBS := -lboost_program_options
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USER_OBJS :=
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‎cpp/Debug/plot.sh

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#!/bin/bash
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GNUPLOT_SCRIPT="gnuplot_cmds"
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gnuplot $GNUPLOT_SCRIPT
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eog curve.png

‎cpp/Debug/sources.mk

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################################################################################
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# Automatically-generated file. Do not edit!
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################################################################################
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CXX_SRCS :=
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CPP_SRCS :=
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C_UPPER_SRCS :=
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ASM_SRCS :=
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C_SRCS :=
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CC_SRCS :=
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OBJ_SRCS :=
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C++_SRCS :=
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S_UPPER_SRCS :=
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O_SRCS :=
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EXECUTABLES :=
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C_UPPER_DEPS :=
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CPP_DEPS :=
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C++_DEPS :=
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CC_DEPS :=
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OBJS :=
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C_DEPS :=
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CXX_DEPS :=
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# Every subdirectory with source files must be described here
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SUBDIRS := \
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src \
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‎cpp/Debug/src/subdir.mk

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################################################################################
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# Automatically-generated file. Do not edit!
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################################################################################
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# Add inputs and outputs from these tool invocations to the build variables
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CPP_SRCS += \
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../src/agent.cpp \
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../src/bandit.cpp \
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../src/main.cpp \
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../src/random.cpp
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CPP_DEPS += \
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./src/agent.d \
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./src/bandit.d \
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./src/main.d \
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./src/random.d
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OBJS += \
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./src/agent.o \
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./src/bandit.o \
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./src/main.o \
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./src/random.o
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# Each subdirectory must supply rules for building sources it contributes
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src/%.o: ../src/%.cpp
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@echo 'Building file: $<'
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@echo 'Invoking: GCC C++ Compiler'
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g++ -O0 -g3 -Wall -c -fmessage-length=0 -MMD -MP -MF"$(@:%.o=%.d)" -MT"$(@:%.o=%.d)" -o "$@" "$<"
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@echo 'Finished building: $<'
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@echo ' '
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‎cpp/Debug/test.sh

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#! /bin/bash
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SEED=$RANDOM
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GNUPLOT_SCRIPT="gnuplot_cmds"
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BANDIT="Mixture"
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BASIS="4"
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ARMS2="3"
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TRIALS2="10"
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RUNS2="10"
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check_id() {
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cat ../src/utils.h | grep "\<$1\s=" | awk '{print $3}' | sed "s/,//g"
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}
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run() {
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AGENT="$1"
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AGENT_ID=`check_id $AGENT`
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shift
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OUTPUT="$BANDIT-$AGENT:$*"
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echo -n " '$OUTPUT' w l," >> $GNUPLOT_SCRIPT
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echo "./bandit --seed $SEED --bandit $BANDIT_ID --basis $BASIS --agent $AGENT_ID --arms $ARMS2 --trials $TRIALS2 --runs $RUNS2 $* > $OUTPUT"
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time ./bandit --seed $SEED --bandit $BANDIT_ID --basis $BASIS --agent $AGENT_ID --arms $ARMS2 --trials $TRIALS2 --runs $RUNS2 $* > "$OUTPUT" &
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}
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if [ ! -z $1 ]; then
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SEED=$1
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fi
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BANDIT_ID=`check_id $BANDIT`
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./clear.sh
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cat << EOF > $GNUPLOT_SCRIPT
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set terminal png font '/usr/share/fonts/truetype/ttf-dejavu/DejaVuSansCondensed.ttf,11' size 1280,800
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set output "curve.png"
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set grid
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set log x
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EOF
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echo -n "plot " >> $GNUPLOT_SCRIPT
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run UCB1 --exploration 1
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run NormalGamma --beta 1
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run DirichletNormalGamma --beta 1
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run Beta
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run QLearning --eplison 0.1
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wait
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sed -i -e 's/,$//g' $GNUPLOT_SCRIPT
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./plot.sh &
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‎cpp/Release/clear.sh

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#!/bin/bash
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for i in Bernoulli Uniform Normal Mixture; do
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for j in QLearning UCB1 ParticleFilter Beta NormalGamma DirichletNormalGamma; do
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rm -f $i-$j:*
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done
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done
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rm -f MixtureBandit-*
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rm -f curve.png
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rm -f core*
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rm -f gnuplot_cmds

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