Kernelized Value Function Approximation for Reinforcement Learning Gavin Taylor Ronald Parr Department of Computer Science, Duke University, Durham, NC[removed]USA

Source URL: www.cs.duke.edu

• Normal distribution
• Singular value decomposition
• Least squares
• Reinforcement learning
• Gaussian process
• Proto-value functions
• Markov decision process
• Gaussian function
• Regularization
• Statistics
• Mathematics
• Regression analysis

MEDIA CONTACT Kym Elphinstone[removed]or[removed]removed] MCA EXHIBITION EXPLORES INTERSECTION OF

Source URL: www.mca.com.au

• Mike Parr
• Rosalie Gascoigne
• Shaun Gladwell
• Imants
• Arts in Australia
• Australian art
• Imants Tillers

Technical Report CS[removed]L1 Regularized Linear Temporal Difference Learning Christopher Painter-Wakefield and Ronald Parr Department of Computer Science Duke University

Source URL: www.cs.duke.edu

• Regression analysis
• Least squares
• Mathematical optimization
• Vector space
• Algebra
• Mathematics
• Linear algebra

Sample Complexity and Performance Bounds for Non-parametric Approximate Linear Programming Jason Pazis and Ronald Parr Department of Computer Science, Duke University Durham, NC 27708 {jpazis,parr}@cs.duke.edu

Source URL: www.cs.duke.edu

• Systems theory
• Dynamic programming
• Equations
• Operations research
• Stochastic control
• Lipschitz continuity
• Optimal control
• S0
• Markov decision process
• Statistics
• Mathematical optimization
• Control theory

Point-Based Policy Iteration Shihao Ji, Ronald Parr† , Hui Li, Xuejun Liao, and Lawrence Carin Department of Electrical and Computer Engineering † Department of Computer Science Duke University

Source URL: www.cs.duke.edu

• Markov processes
• Stochastic control
• Control theory
• Partially observable Markov decision process
• Valuation
• Markov decision process
• Algorithm
• Function
• Statistics
• Mathematics
• Dynamic programming

Equal-area Octahedron; Polyhedral Globe; Platonic Solid; Source: John Parr Snyder’s Personal Software 

Source URL: www.csiss.org

Planning Aims for a Network of Horizontal and Overhead Sensors Erik Halvorson and Ronald Parr Department of Computer Science Duke University {erikh, parr}@cs.duke.edu

Source URL: www.cs.duke.edu

• NP-complete problems
• Sensors
• Transducers
• NP-complete
• Greedy algorithm
• Algorithm
• Approximation algorithm
• Vertex cover
• Theoretical computer science
• Mathematics
• Applied mathematics

Daniel von Sturmer - Screen Test Sequence 4

Source URL: netsvictoria.org.au

• Visual arts
• Kaldor Public Art Projects
• Mike Parr
• Arts in Australia
• Shaun Gladwell
• Venice Biennale

Conformal Icosahedron; Polyhedral Globe; Platonic Solid; Source: John Parr Snyder’s Personal Software 

Source URL: www.csiss.org

Equal-area Dodecahedron; Polyhedral Globe; Platonic Solid; Source: John Parr Snyder’s Personal Software 

Source URL: www.csiss.org