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Risk-constrained Markov decision processes

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Vivek Borkar | Rahul Jain

https://doi.org/10.1109/cdc.2010.5718076 Actions

Toward an optimized value iteration algorithm for average cost Markov decision processes

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Edilson F. Arruda | Fabricio Ourique | Anthony Almudevar

https://doi.org/10.1109/cdc.2010.5717895 Actions

Optimal cross-layer wireless control policies using TD learning

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Sean Meyn | Wei Chen | Daniel O'Neill

https://doi.org/10.1109/cdc.2010.5717192 Actions

Aggregation-based model reduction of a Hidden Markov Model

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Kun Deng | Prashant G. Mehta | Sean P. Meyn

https://doi.org/10.1109/cdc.2010.5717118 Actions

Reduced-order modeling of Markov and hidden Markov processes via aggregation

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: M. Vidyasagar

https://doi.org/10.1109/cdc.2010.5717206 Actions

Design of risk-sensitive optimal control for stochastic recurrent neural networks by using Hamilton-Jacobi-Bellman equation

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Ziqian Liu | Nirwan Ansari | Miltiadis Kotinis | Stephen C. Shih

https://doi.org/10.1109/cdc.2010.5717009 Actions

An Approximate Stochastic Annealing algorithm for finite horizon Markov decision processes

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Jiaqiao Hu | Hyeong Soo Chang

https://doi.org/10.1109/cdc.2010.5717689 Actions

A dynamic programming algorithm for decentralized Markov decision processes with a broadcast structure

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Jeff Wu | Sanjay Lall

https://doi.org/10.1109/cdc.2010.5718187 Actions

Singular perturbation for the discounted continuous control of piecewise deterministic Markov processes

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: O.L.V. Costa | F. Dufour

https://doi.org/10.1109/cdc.2010.5717626 Actions

A Markov-modulated stochastic control problem with optimal multiple stopping with application to finance

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Tim Siu-Tang Leung

https://doi.org/10.1109/cdc.2010.5717052 Actions

Optimal control of context-sensitive probabilistic Boolean networks using integer programming

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Koichi Kobayashi | Kunihiko Hiraishi

https://doi.org/10.1109/cdc.2010.5717793 Actions

Construction of Lyapunov functions for piecewise-deterministic Markov processes

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Alexandre R. Mesquita | Joao P. Hespanha

https://doi.org/10.1109/cdc.2010.5717973 Actions

Weighted least-squares, cost density-shaping, stochastic optimal control: A step towards total probabilistic control design

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Matthew Zyskowski | Michael Sain | Ronald Diersing

https://doi.org/10.1109/cdc.2010.5717041 Actions

On the identification of monotone Wiener systems

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Kristiaan Pelckmans

https://doi.org/10.1109/cdc.2010.5717902 Actions

Learning in mean-field oscillator games

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Huibing Yin | Prashant G. Mehta | Sean P. Meyn | Uday V. Shanbhag

https://doi.org/10.1109/cdc.2010.5717142 Actions

Robust intensity control with multiple levels of model uncertainty and the dual risk-sensitive problem

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Andrew E.B. Lim | J. George Shanthikumar | Thaisiri Watewai

https://doi.org/10.1109/cdc.2010.5717985 Actions

The value of volatile resources in electricity markets

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Sean Meyn | Matias Negrete-Pincetic | Gui Wang | Anupama Kowli | Ehsan Shafieepoorfard

https://doi.org/10.1109/cdc.2010.5717327 Actions

Distributed iterative regularization algorithms for monotone Nash games

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Aswin Kannan | Uday V. Shanbhag

https://doi.org/10.1109/cdc.2010.5717545 Actions

On classical envelopes in optimal control theory

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Heinz Schattler

https://doi.org/10.1109/cdc.2010.5717609 Actions

Observability and reconstructibility of hidden Markov models: Implications for control and network congestion control

PROCEEDINGS ARTICLE published December 2010 in 49th IEEE Conference on Decision and Control (CDC)

Authors: Andrew R. Liu | Robert R. Bitmead

https://doi.org/10.1109/cdc.2010.5717730 Actions
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