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| 1 | | | | Introduction to Dynamic Programming, Examples, Problem Formulation (PDF) |
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| 2 | | | | The Dynamic Programming Algorithm (PDF) |
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| 3 | | | | Deterministic Systems and the Shortest Path Problem (PDF) |
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| 4 | | | | Shortest Path Algorithms (PDF) |
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| 5 | | | | Linear Quadratic Problems, Inventory Control (PDF) |
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| 6 | | | | Stopping and Scheduling Problems (PDF) |
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| 7 | | | | Deterministic Continuous-Time Optimal Control (PDF) |
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| 8 | | | | The Pontryagin Minimum Principle I (PDF) |
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| 9 | | | | The Pontryagin Minimum Principle II (PDF) |
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| 10 | | | | Imperfect State Information Problems (PDF) |
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| 11 | | | | Linear Quadratic Problems with Imperfect State Information (PDF) |
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| 12 | | | | Imperfect State Information Problems for Finite-State Systems (PDF) |
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| 13 | | | | Suboptimal Control I (PDF) |
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| 14 | | | | Suboptimal Control II (PDF) |
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| 15 | | | | Rollout Algorithms (PDF) |
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| 16 | | | | Additional Topics in Suboptimal Control (PDF) |
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| 17 | | | | Infinite Horizon Problems - Stochastic Shortest Path Problems (PDF) |
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| 18 | | | | Infinite Horizon Problems (PDF) |
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| 19 | | | | Stochastic Shortest Path and Discounted Problems (PDF) |
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| 20 | | | | Average Cost Problems (PDF) |
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| 21 | | | | Semi-Markov Problems (PDF) |
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| 22 | | | | Neuro-Dynamic Programming I (PDF) |
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| 23 | | | | Neuro-Dynamic Programming II (PDF) |
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| 24 | | | | Neuro-Dynamic Programming III (PDF) |
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