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Infinite horizon risk sensitive control of discrete time Markov processes with small risk JOURNAL ARTICLE published May 2000 in Systems & Control Letters |
Discrete time risk sensitive control problem JOURNAL ARTICLE published April 2024 in Systems & Control Letters Research funded by NCN (2020/37/B/ST1/00463) |
Bayesian adaptive control of discrete-time Markov processes with long-run average cost JOURNAL ARTICLE published May 1998 in Systems & Control Letters |
Certainty equivalent control of discrete time Markov processes with the average reward functional JOURNAL ARTICLE published November 2023 in Systems & Control Letters Research funded by Narodowe Centrum Nauki (2020/37/B/ST1/00463) |
Ergodicity of hidden Markov models JOURNAL ARTICLE published October 2005 in Mathematics of Control, Signals, and Systems |
Stochastic Optimal Control Problems and Markov Decision Processes with Infinite Time Horizon BOOK CHAPTER published 2015 in Optimization of Stochastic Discrete Systems and Control on Complex Networks |
Duality between large deviation control and risk-sensitive control for Markov decision processes JOURNAL ARTICLE published April 2023 in Systems & Control Letters |
On the global convergence of relative value iteration for infinite-horizon risk-sensitive control of diffusions JOURNAL ARTICLE published January 2023 in Systems & Control Letters Research funded by National Science Foundation (DMS-1715210,DMS-2216765) | Army Research Office (W911NF-17-1-001) |
Discrete Time Markov Processes BOOK CHAPTER published 3 October 2018 in The Control Systems Handbook |
Risk sensitive control of Markov processes in countable state space JOURNAL ARTICLE published November 1996 in Systems & Control Letters |
Small Parameter Limit for Ergodic, Discrete-Time, Partially Observed, Risk-Sensitive Control Problems JOURNAL ARTICLE published March 2001 in Mathematics of Control, Signals, and Systems |
Optimal Control of Markov Processes: Infinite-Horizon BOOK CHAPTER published 2020 in Relative Optimization of Continuous-Time and Continuous-State Stochastic Systems |
On the infinite-horizon LQ tracker JOURNAL ARTICLE published June 2000 in Systems & Control Letters |
Backward representation for nonstationary Markov processes with finite state space JOURNAL ARTICLE published June 1994 in Systems & Control Letters |
Discrete Time Approximations of Continuous Time Finite Horizon Stopping Problems BOOK CHAPTER published 2012 in Systems & Control: Foundations & Applications |
Partially observed non-linear risk-sensitive optimal stopping control for non-linear discrete-time systems JOURNAL ARTICLE published September 2006 in Systems & Control Letters |
Ergodicity of filtering process by vanishing discount approach JOURNAL ARTICLE published February 2008 in Systems & Control Letters |
Risk-sensitive continuous-time Markov decision processes with unbounded rates and Borel spaces JOURNAL ARTICLE published December 2019 in Discrete Event Dynamic Systems Research funded by National Natural Science Foundation of China (61773411) | National Natural Science Foundation of China (61673019) |
$H_{2}/H_{infty}$ Control for Continuous-Time Infinite Markov Jump Systems: Infinite Horizon Case PROCEEDINGS ARTICLE published July 2018 in 2018 IEEE 8th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER) |
Q-learning for continuous-time linear systems: A model-free infinite horizon optimal control approach JOURNAL ARTICLE published February 2017 in Systems & Control Letters |