Projects
Reading materials
Books and presentations
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Markov Decision Processes.pdf | |
File Size: | 835 kb |
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Introduction to Markov Decision Processes.pdf | |
File Size: | 6692 kb |
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Bayesian Optimal Filtering Equations and Kalman Filter.pdf | |
File Size: | 744 kb |
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Kalman Filter Derivation.pdf | |
File Size: | 133 kb |
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Good Introduction to Kernel Method | |
File Size: | 1345 kb |
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gaussian_processes_for_machine_learning_ch2_regression.pdf | |
File Size: | 466 kb |
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Dirichlet Distribution, Dirichlet Process and Dirichlet Process Mixture.pdf | |
File Size: | 731 kb |
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Dirichlet Processes A gentle tutorial.pdf | |
File Size: | 1170 kb |
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A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning.pdf | |
File Size: | 1912 kb |
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Value iteration.pdf | |
File Size: | 339 kb |
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Policy iteration.pdf | |
File Size: | 365 kb |
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q_learning.pdf | |
File Size: | 118 kb |
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Reinforcement Learning: A User's Guide.pdf | |
File Size: | 441 kb |
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Reinforcement Learning for Problems with Hidden State.pdf | |
File Size: | 221 kb |
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Papers
COMPUTING MACHINERY AND INTELLIGENCE By A. M. Turing | |
File Size: | 91 kb |
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Tensorflow Whitepaper | |
File Size: | 884 kb |
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