Addressing infinite-horizon optimization in MPC via Q-learning

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2018.10.175 ◽

2018 ◽

Vol 51 (20) ◽

pp. 60-65 ◽

Author(s):

Lukas Beckenbach ◽

Pavel Osinenko ◽

Stefan Streif

Keyword(s):

Infinite Horizon ◽

Infinite Horizon Optimization

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Solvability in infinite horizon optimization

Operations Research Letters ◽

10.1016/j.orl.2015.07.003 ◽

2015 ◽

Vol 43 (5) ◽

pp. 498-503 ◽

Author(s):

Timothy D. Lortz ◽

Irina S. Dolinskaya ◽

Archis Ghate ◽

Robert L. Smith

Keyword(s):

Infinite Horizon ◽

Infinite Horizon Optimization

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Limit of the solutions for the finite horizon problems as the optimal solution to the infinite horizon optimization problems

The Journal of Difference Equations and Applications ◽

10.1080/10236190902953763 ◽

2011 ◽

Vol 17 (3) ◽

pp. 359-373 ◽

Author(s):

Dapeng Cai ◽

Takashi Gyoshin Nitta

Keyword(s):

Optimization Problems ◽

Infinite Horizon ◽

Optimal Solution ◽

Finite Horizon ◽

Infinite Horizon Optimization ◽

Horizon Problems

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Value and Policy Function Approximations in Infinite-Horizon Optimization Problems

Journal of Dynamical Systems and Geometric Theories ◽

10.1080/1726037x.2008.10698552 ◽

2008 ◽

Vol 6 (2) ◽

pp. 123-147 ◽

Author(s):

Giorgio Gnecco ◽

Marcello Sanguineti

Keyword(s):

Optimization Problems ◽

Infinite Horizon ◽

Infinite Horizon Optimization ◽

Function Approximations ◽

Policy Function

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Infinite horizon optimization for finite state Markov chain

10.1109/cdc.1987.272947 ◽

1987 ◽

Author(s):

Arie Leizarowitz

Keyword(s):

Markov Chain ◽

Infinite Horizon ◽

Infinite Horizon Optimization ◽

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Discrete-Time Finite Horizon Approximation of Infinite Horizon Optimization Problems with Steady-State Invariance

Econometrica ◽

10.2307/2951661 ◽

1994 ◽

Vol 62 (3) ◽

pp. 635 ◽

Author(s):

Jean Mercenier ◽

Philippe Michel

Keyword(s):

Steady State ◽

Discrete Time ◽

Optimization Problems ◽

Infinite Horizon ◽

Finite Horizon ◽

Infinite Horizon Optimization

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Off-Policy Q-Learning for Infinite Horizon LQR Problem with Unknown Dynamics

2018 IEEE 27th International Symposium on Industrial Electronics (ISIE) ◽

10.1109/isie.2018.8433684 ◽

2018 ◽

Author(s):

Xinxing Li ◽

Zhihong Peng ◽

Li Liang

Keyword(s):

Infinite Horizon ◽

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Existence of efficient solutions in infinite horizon optimization under continuous and discrete controls

Operations Research Letters ◽

10.1016/j.orl.2004.04.005 ◽

2005 ◽

Vol 33 (1) ◽

pp. 97-104 ◽

Author(s):

Irwin E. Schochetman ◽

Robert L. Smith

Keyword(s):

Infinite Horizon ◽

Efficient Solutions ◽

Infinite Horizon Optimization

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A Tie-Breaking Rule for Discrete Infinite Horizon Optimization

Operations Research ◽

10.1287/opre.40.1.s117 ◽

1992 ◽

Vol 40 (1-supplement-1) ◽

pp. S117-S126 ◽

Author(s):

Sarah M. Ryan ◽

James C. Bean ◽

Robert L. Smith

Keyword(s):

Infinite Horizon ◽

Infinite Horizon Optimization

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Existence and Discovery of Average Optimal Solutions in Deterministic Infinite Horizon Optimization

Mathematics of Operations Research ◽

10.1287/moor.23.2.416 ◽

1998 ◽

Vol 23 (2) ◽

pp. 416-432 ◽

Author(s):

Irwin E. Schochetman ◽

Robert L. Smith

Keyword(s):

Infinite Horizon ◽

Optimal Solutions ◽

Infinite Horizon Optimization

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A generalization of Fatou’s lemma for extended real-valued functions on σ-finite measure spaces: with an application to infinite-horizon optimization in discrete time

Journal of Inequalities and Applications ◽

10.1186/s13660-016-1288-5 ◽

2017 ◽

Vol 2017 (1) ◽

Author(s):

Takashi Kamihigashi

Keyword(s):

Discrete Time ◽

Infinite Horizon ◽

Finite Measure ◽

Infinite Horizon Optimization ◽

Measure Spaces ◽

Fatou’S Lemma ◽

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