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Proto-value functions
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#	Item
1	Value Function Approximation in Reinforcement Learning using the Fourier Basis George Konidaris1,3 1 MIT CSAIL Add to Reading List Source URL: psthomas.com Language: English - Date: 2013-11-16 15:52:19 Mathematical analysis Mathematics Analysis Numerical analysis Fourier analysis Fourier series Joseph Fourier Proto-value functions Gibbs phenomenon Vector space Basis function Function of several real variables
2	Evolutionary Feature Evaluation for Online Reinforcement Learning Add to Reading List Source URL: eldar.mathstat.uoguelph.ca Language: English - Date: 2016-07-12 12:05:04 Cognitive science Cognition Artificial intelligence Machine learning Belief revision Reinforcement learning Temporal difference learning Q-learning Feature selection Supervised learning Proto-value functions Action selection
3	Analyzing Feature Generation for Value-Function Approximation Ronald Parr Christopher Painter-Wakefield Department of Computer Science, Duke University, Durham, NC[removed]USA Lihong Li Add to Reading List Source URL: www.cs.duke.edu Language: English - Date: 2007-04-23 20:09:21 Mathematical optimization Dynamic programming Stochastic control Equations Numerical analysis Automatic basis function construction Reinforcement learning Proto-value functions Bellman equation Statistics Mathematics Mathematical analysis
4	Kernelized Value Function Approximation for Reinforcement Learning Gavin Taylor Ronald Parr Department of Computer Science, Duke University, Durham, NC[removed]USA Add to Reading List Source URL: www.cs.duke.edu Language: English - Date: 2009-04-22 16:59:18 Normal distribution Singular value decomposition Least squares Reinforcement learning Gaussian process Proto-value functions Markov decision process Gaussian function Regularization Statistics Mathematics Regression analysis
5	An Analysis of Linear Models, Linear Value-Function Approximation, and Feature Selection for Reinforcement Learning Ronald Parr? Lihong Li† Gavin Taylor? Christopher Painter-Wakefield? Add to Reading List Source URL: www.cs.duke.edu Language: English - Date: 2008-05-13 13:04:46 Matrix theory Functional analysis Spectral theory Automatic basis function construction Dynamic programming Proto-value functions Static single assignment form Reinforcement learning Singular value decomposition Algebra Mathematics Linear algebra
6	Value Function Approximation in Reinforcement Learning using the Fourier Basis George Konidaris1,3 1 MIT CSAIL [removed] Add to Reading List Source URL: lis.csail.mit.edu Language: English - Date: 2012-06-08 19:46:17 Fourier analysis Numerical analysis Linear algebra Joseph Fourier Spectral theory Fourier series Proto-value functions Gibbs phenomenon Basis function Mathematical analysis Mathematics Algebra
7	Proto-Value Functions: Developmental Reinforcement Learning Sridhar Mahadevan [removed] Department of Computer Science, University of Massachusetts, Amherst, MA 01003 Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:14:08 Linear algebra Operator theory Differential operators Multivariable calculus Spectral theory Proto-value functions Laplace operator Diffusion wavelets Laplace–Beltrami operator Mathematical analysis Mathematics Algebra
8	Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes Sridhar Mahadevan Add to Reading List Source URL: www-anw.cs.umass.edu Language: English - Date: 2013-04-06 12:45:57 Numerical analysis Linear algebra Abstract algebra Proto-value functions Spectral theory Dynamic programming Diffusion wavelets Nonlinear dimensionality reduction Reinforcement learning Mathematics Algebra Mathematical analysis
9	Proto-Value Functions: Developmental Reinforcement Learning Sridhar Mahadevan Add to Reading List Source URL: www-anw.cs.umass.edu Language: English - Date: 2013-04-06 12:45:58 Linear algebra Operator theory Differential operators Multivariable calculus Spectral theory Proto-value functions Laplace operator Diffusion wavelets Laplace–Beltrami operator Mathematical analysis Mathematics Algebra