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Value Function Approximation

BOOK CHAPTER published 2011 in Encyclopedia of Machine Learning

Authors: Michail G. Lagoudakis

Value Function Approximation

BOOK CHAPTER published 2017 in Encyclopedia of Machine Learning and Data Mining

Authors: Michail G. Lagoudakis

Value Function Approximation

BOOK CHAPTER published 2014 in Encyclopedia of Machine Learning and Data Mining

Authors: Michail G. Lagoudakis

Value Function Approximation

BOOK CHAPTER published 22 December 2022 in Inference and Learning from Data

Multiattribute value function theory

BOOK CHAPTER published 1997 in Value Functions for Environmental Management

Authors: Euro Beinat

Kernelized value function approximation for reinforcement learning

PROCEEDINGS ARTICLE published 14 June 2009 in Proceedings of the 26th Annual International Conference on Machine Learning

Research funded by Defense Advanced Research Projects Agency (HR0011-06-1-0027) | Division of Information and Intelligent Systems (IIS-0713435)

Authors: Gavin Taylor | Ronald Parr

Tracking value function dynamics to improve reinforcement learning with piecewise linear function approximation

PROCEEDINGS ARTICLE published 20 June 2007 in Proceedings of the 24th international conference on Machine learning

Authors: Chee Wee Phua | Robert Fitch

Classification Using Φ-Machines and Constructive Function Approximation

JOURNAL ARTICLE published April 2004 in Machine Learning

Authors: Doina Precup | Paul E. Utgoff

Resource Allocation to Interrelated Risky Projects Using a Multiattribute Utility Function

JOURNAL ARTICLE published April 1983 in Management Science

Authors: Abraham Mehrez | Zilla Sinuany-Stern

An analysis of linear models, linear value-function approximation, and feature selection for reinforcement learning

PROCEEDINGS ARTICLE published 2008 in Proceedings of the 25th international conference on Machine learning - ICML '08

Authors: Ronald Parr | Lihong Li | Gavin Taylor | Christopher Painter-Wakefield | Michael L. Littman

Robust neural-fuzzy method for function approximation

PROCEEDINGS ARTICLE published July 2008 in 2008 International Conference on Machine Learning and Cybernetics

On Convergence Rate of Adaptive Multiscale Value Function Approximation for Reinforcement Learning

PROCEEDINGS ARTICLE published October 2019 in 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)

Authors: Tao Li | Quanyan Zhu

Constructing basis functions from directed graphs for value function approximation

PROCEEDINGS ARTICLE published 20 June 2007 in Proceedings of the 24th international conference on Machine learning

Authors: Jeff Johns | Sridhar Mahadevan

Resource Management for Efficient, Scalable and Resilient Network Function Chains

DISSERTATION published

Authors: Sameer G. Kulkarni

Multiattribute Utility Functions Using Preference or Value Functions

BOOK CHAPTER published in Foundations of Multiattribute Utility

Feature Selection for Value Function Approximation Using Bayesian Model Selection

BOOK CHAPTER published 2009 in Machine Learning and Knowledge Discovery in Databases

Authors: Tobias Jung | Peter Stone

ManifoldBoost

PROCEEDINGS ARTICLE published 2008 in Proceedings of the 25th international conference on Machine learning - ICML '08

Authors: Nicolas Loeff | David Forsyth | Deepak Ramachandran

An analysis of reinforcement learning with function approximation

PROCEEDINGS ARTICLE published 2008 in Proceedings of the 25th international conference on Machine learning - ICML '08

Authors: Francisco S. Melo | Sean P. Meyn | M. Isabel Ribeiro

Analyzing feature generation for value-function approximation

PROCEEDINGS ARTICLE published 20 June 2007 in Proceedings of the 24th international conference on Machine learning

Authors: Ronald Parr | Christopher Painter-Wakefield | Lihong Li | Michael Littman

Reinforcement Learning for Control Using Value Function Approximation

BOOK CHAPTER published 2021 in Encyclopedia of Systems and Control

Authors: Konstantinos Gatsis | George J. Pappas