17154 lines
1.5 MiB
17154 lines
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9 0 obj
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<< /S /GoTo /D (Outline0.1) >>
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(Motivating examples: from table to function)
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<< /S /GoTo /D (Outline0.2) >>
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(Algorithm for state value estimation)
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<< /S /GoTo /D (Outline0.2.1.36) >>
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(Objective function)
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<< /S /GoTo /D (Outline0.2.2.69) >>
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(Optimization algorithms)
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<< /S /GoTo /D (Outline0.2.3.89) >>
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(Selection of function approximators)
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<< /S /GoTo /D (Outline0.2.4.111) >>
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(Illustrative examples)
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<< /S /GoTo /D (Outline0.2.5.134) >>
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36 0 obj
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(Summary of the story)
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<< /S /GoTo /D (Outline0.2.6.140) >>
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(Theoretical analysis \(optional\))
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<< /S /GoTo /D (Outline0.3) >>
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(Sarsa with function approximation)
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<< /S /GoTo /D (Outline0.4) >>
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(Q-learning with function approximation)
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<< /S /GoTo /D (Outline0.5) >>
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52 0 obj
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(Deep Q-learning)
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<< /S /GoTo /D (Outline0.6) >>
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56 0 obj
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(Summary)
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57 0 obj
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<< /S /GoTo /D [58 0 R /Fit] >>
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60 0 obj <<
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/Length 397
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/Filter /FlateDecode
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>>
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stream
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