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A unified framework for risk-sensitive Markov control processes

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Yun Shen | Wilhelm Stannat | Klaus Obermayer

https://doi.org/10.1109/cdc.2014.7039524 Actions

Approximate Dynamic Programming with (min; +) linear function approximation for Markov decision processes

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: L. Chandrashekar | Shalabh Bhatnagar

https://doi.org/10.1109/cdc.2014.7039626 Actions

Weighted difference approximation of value functions for slow-discounting Markov Decision Processes

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Yin-Lam Chow | Junjie Qin

https://doi.org/10.1109/cdc.2014.7039526 Actions

Approximation of Markov processes by lower dimensional processes

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Ioannis Tzortzis | Charalambos D. Charalambous | Themistoklis Charalambous | Christoforos N. Hadjicostis | Mikael Johansson

https://doi.org/10.1109/cdc.2014.7040082 Actions

Linear-quadratic risk-sensitive mean field games

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Jun Moon | Tamer Basar

https://doi.org/10.1109/cdc.2014.7039801 Actions

A learning based approach to control synthesis of Markov decision processes for linear temporal logic specifications

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Dorsa Sadigh | Eric S. Kim | Samuel Coogan | S. Shankar Sastry | Sanjit A. Seshia

https://doi.org/10.1109/cdc.2014.7039527 Actions

Exact simulation of continuous time Markov jump processes with anticorrelated variance reduced Monte Carlo estimation

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Peter A. Maginnis | Matthew West | Geir E. Dullerud

https://doi.org/10.1109/cdc.2014.7039916 Actions

A stochastic maximum principle for risk-sensitive mean-field-type control

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Boualem Djehiche | Hamidou Tembine | Raul Tempone

https://doi.org/10.1109/cdc.2014.7039929 Actions

Decision Analysis Applied to Small Satellite Risk Management

PROCEEDINGS ARTICLE published 5 January 2015 in 53rd AIAA Aerospace Sciences Meeting

Authors: Katharine B. Gamble | E Glenn Lightsey

https://doi.org/10.2514/6.2015-1863 Actions

Finite-state approximations to constrained Markov decision processes with Borel spaces

PROCEEDINGS ARTICLE published September 2015 in 2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton)

Authors: Naci Saldi | Serdar Yuksel | Tamas Linder

https://doi.org/10.1109/allerton.2015.7447055 Actions

Metastable Markov chains

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Cenk Oguz Saglam | Katie Byl

https://doi.org/10.1109/cdc.2014.7039847 Actions

Controlling stochastic growth processes on lattices: Wildfire management with robotic fire extinguishers

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Amith Somanath | Sertac Karaman | Kamal Youcef-Toumi

https://doi.org/10.1109/cdc.2014.7039602 Actions

A piecewise-deterministic Markov model of freeway accidents

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Li Jin | Saurabh Amin

https://doi.org/10.1109/cdc.2014.7039649 Actions

Robotic surveillance and Markov chains with minimal first passage time

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Pushkarini Agharkar | Rushabh Patel | Francesco Bullo

https://doi.org/10.1109/cdc.2014.7040425 Actions

Stabilization via switching of positive Markov jump linear systems

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Paolo Bolzern | Patrizio Colaneri | Giuseppe De Nicolao

https://doi.org/10.1109/cdc.2014.7039748 Actions

Identification of jump Markov linear models using particle filters

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Andreas Svensson | Thomas B. Schon | Fredrik Lindsten

https://doi.org/10.1109/cdc.2014.7040409 Actions

New methods for mode-independent robust control of Markov jump linear systems

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Marcos G. Todorov | Marcelo D. Fragoso

https://doi.org/10.1109/cdc.2014.7040047 Actions

On the mixing time of the SIS Markov chain model for epidemic spread

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Hyoung Jun Ahn | Babak Hassibi

https://doi.org/10.1109/cdc.2014.7040364 Actions

A martingale approach and time-consistent sampling-based algorithms for risk management in stochastic optimal control

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Vu Anh Huynh | Leonid Kogan | Emilio Frazzoli

https://doi.org/10.1109/cdc.2014.7039669 Actions

Aggregation of Markov chains: an analysis of deterministic annealing based methods

PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control

Authors: Yunwen Xu | Carolyn L. Beck | Srinivasa M. Salapaka

https://doi.org/10.1109/cdc.2014.7040423 Actions
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