Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2021.3090952 ◽

2021 ◽

pp. 1-1

Author(s):

Zhaoxian Wu ◽

Han Shen ◽

Tianyi Chen ◽

Qing Ling

Keyword(s):

Linear Function ◽

Function Approximation ◽

Linear Function Approximation

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Concentration bounds for temporal difference learning with linear function approximation: the case of batch data and uniform sampling

Machine Learning ◽

10.1007/s10994-020-05912-5 ◽

2021 ◽

Author(s):

L. A. Prashanth ◽

Nathaniel Korda ◽

Rémi Munos

Keyword(s):

Linear Function ◽

Function Approximation ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Uniform Sampling ◽

Linear Function Approximation ◽

Concentration Bounds ◽

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Convergence of Q-learning with linear function approximation

2007 European Control Conference (ECC) ◽

10.23919/ecc.2007.7068926 ◽

2007 ◽

Author(s):

Francisco S. Melo ◽

M. Isabel Ribeiro

Keyword(s):

Linear Function ◽

Function Approximation ◽

Linear Function Approximation

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Q-Learning with Linear Function Approximation

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72927-3_23 ◽

2007 ◽

pp. 308-322 ◽

Author(s):

Francisco S. Melo ◽

M. Isabel Ribeiro

Keyword(s):

Linear Function ◽

Function Approximation ◽

Linear Function Approximation

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A current-mode piecewise-linear function approximation circuit based on fuzzy-logic

ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187) ◽

10.1109/iscas.1998.703925 ◽

2002 ◽

Author(s):

N. Manaresi ◽

R. Rovatti ◽

E. Franchi ◽

G. Baccarani

Keyword(s):

Fuzzy Logic ◽

Linear Function ◽

Function Approximation ◽

Piecewise Linear ◽

Current Mode ◽

Piecewise Linear Function ◽

Linear Function Approximation ◽

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A piecewise-linear function approximation using current mode circuits

[Proceedings] 1992 IEEE International Symposium on Circuits and Systems ◽

10.1109/iscas.1992.230378 ◽

2003 ◽

Author(s):

J. Ramirez-Angulo ◽

E. Sanchez-Sinencio ◽

A. Rodriguez-Vazquez

Keyword(s):

Linear Function ◽

Function Approximation ◽

Piecewise Linear ◽

Current Mode ◽

Piecewise Linear Function ◽

Current Mode Circuits ◽

Linear Function Approximation

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Convergence analysis of temporal-difference learning algorithms with linear function approximation

Proceedings of the twelfth annual conference on Computational learning theory - COLT '99 ◽

10.1145/307400.307438 ◽

1999 ◽

Author(s):

Vladislav Tadić

Keyword(s):

Convergence Analysis ◽

Linear Function ◽

Function Approximation ◽

Learning Algorithms ◽

Temporal Difference ◽

Temporal Difference Learning ◽

Linear Function Approximation

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Improved Temporal Difference Methods with Linear Function Approximation

Handbook of Learning and Approximate Dynamic Programming ◽

10.1109/9780470544785.ch9 ◽

2009 ◽

Keyword(s):

Linear Function ◽

Function Approximation ◽

Temporal Difference ◽

Linear Function Approximation ◽

Difference Methods ◽

Temporal Difference Methods

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Multiscale Q-learning with linear function approximation

Discrete Event Dynamic Systems ◽

10.1007/s10626-015-0216-z ◽

2015 ◽

Vol 26 (3) ◽

pp. 477-509 ◽

Author(s):

Shalabh Bhatnagar ◽

K. Lakshmanan

Keyword(s):

Linear Function ◽

Function Approximation ◽

Linear Function Approximation

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

Proceedings of the 24th international conference on Machine learning - ICML '07 ◽

10.1145/1273496.1273591 ◽

2007 ◽

Author(s):

Chee Wee Phua ◽

Robert Fitch

Keyword(s):

Reinforcement Learning ◽

Linear Function ◽

Function Approximation ◽

Value Function ◽

Piecewise Linear ◽

Piecewise Linear Function ◽

Linear Function Approximation

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Diode piecewise-linear function approximation circuit with current input and output

2011 34th International Conference on Telecommunications and Signal Processing (TSP) ◽

10.1109/tsp.2011.6043725 ◽

2011 ◽

Author(s):

David Kubanek

Keyword(s):

Linear Function ◽

Function Approximation ◽

Piecewise Linear ◽

Piecewise Linear Function ◽

Input And Output ◽

Linear Function Approximation ◽

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