Finding Synonyms in a Regular Language Using Reinforcement

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"ne.contour.dat"
0
-0.01
-0.02
-0.03
-0.04
-0.05
Mean Final Reward
"ne.contour.dat"
0
-0.01
-0.02
-0.03
-0.04
-0.05
Mean Final Reward
0
0
-0.005
-0.005
-0.01
-0.01
-0.015
-0.015
-0.02
-0.02
-0.025
-0.025
-0.03
-0.03
-0.035
-0.035
-0.04
-0.04
-0.045
-0.045
-0.05
-0.05
1
1
0.8
0.8
0.6
0
0.2
0.6
Learning Rate, Eta
0.2
0.6
Learning Rate, Eta
0.8
0
0.2
0.8
1
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0
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"ne.contour.dat"
0
-0.01
-0.02
-0.03
-0.04
-0.05
Mean Final Reward
0.4
Exploration, Epsilon
0.4
0.2
1
0.6
0
0.4
Exploration, Epsilon
0.4
"ne.contour.dat"
0
-0.01
-0.02
-0.03
-0.04
-0.05
Mean Final Reward
0
0
-0.005
-0.005
-0.01
-0.01
-0.015
-0.015
-0.02
-0.02
-0.025
-0.025
-0.03
-0.03
-0.035
-0.035
-0.04
-0.04
-0.045
-0.045
-0.05
-0.05
1
1
0.8
0.6
0
0.2
0.4
Exploration, Epsilon
0.4
0.6
Learning Rate, Eta
0.2
0.8
1
0
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0.8
0.6
0
0.2
0.4
Exploration, Epsilon
0.4
0.6
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0.8
1
0
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"neBR.contour.dat"
0
-0.01
-0.02
-0.03
-0.04
-0.05
Mean Final Reward
"neBR.contour.dat"
0
-0.01
-0.02
-0.03
-0.04
-0.05
Mean Final Reward
0
0
-0.005
-0.005
-0.01
-0.01
-0.015
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-0.02
-0.02
-0.025
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1
1
0.8
0.8
0.6
0
0.2
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0.2
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0
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"neBR.contour.dat"
0
-0.01
-0.02
-0.03
-0.04
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Mean Final Reward
0.4
Exploration, Epsilon
0.4
0.2
1
0.6
0
0.4
Exploration, Epsilon
0.4
"neBR.contour.dat"
0
-0.01
-0.02
-0.03
-0.04
-0.05
Mean Final Reward
0
0
-0.005
-0.005
-0.01
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1
1
0.8
0.6
0
0.2
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Exploration, Epsilon
0.4
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Learning Rate, Eta
0.2
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1
0
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0.8
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0
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Exploration, Epsilon
0.4
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0.2
0.8
1
0
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