Journal articles on the topic 'Structured continuous time Markov decision processes'
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Shelton, C. R., and G. Ciardo. "Tutorial on Structured Continuous-Time Markov Processes." Journal of Artificial Intelligence Research 51 (December 23, 2014): 725–78. http://dx.doi.org/10.1613/jair.4415.
Full textD'Amico, Guglielmo, Jacques Janssen, and Raimondo Manca. "Monounireducible Nonhomogeneous Continuous Time Semi-Markov Processes Applied to Rating Migration Models." Advances in Decision Sciences 2012 (October 16, 2012): 1–12. http://dx.doi.org/10.1155/2012/123635.
Full textBeutler, Frederick J., and Keith W. Ross. "Uniformization for semi-Markov decision processes under stationary policies." Journal of Applied Probability 24, no. 3 (September 1987): 644–56. http://dx.doi.org/10.2307/3214096.
Full textBeutler, Frederick J., and Keith W. Ross. "Uniformization for semi-Markov decision processes under stationary policies." Journal of Applied Probability 24, no. 03 (September 1987): 644–56. http://dx.doi.org/10.1017/s0021900200031375.
Full textDibangoye, Jilles Steeve, Christopher Amato, Olivier Buffet, and François Charpillet. "Optimally Solving Dec-POMDPs as Continuous-State MDPs." Journal of Artificial Intelligence Research 55 (February 24, 2016): 443–97. http://dx.doi.org/10.1613/jair.4623.
Full textPazis, Jason, and Ronald Parr. "Sample Complexity and Performance Bounds for Non-Parametric Approximate Linear Programming." Proceedings of the AAAI Conference on Artificial Intelligence 27, no. 1 (June 30, 2013): 782–88. http://dx.doi.org/10.1609/aaai.v27i1.8696.
Full textAbid, Amira, Fathi Abid, and Bilel Kaffel. "CDS-based implied probability of default estimation." Journal of Risk Finance 21, no. 4 (July 21, 2020): 399–422. http://dx.doi.org/10.1108/jrf-05-2019-0079.
Full textPuterman, Martin L., and F. A. Van der Duyn Schouten. "Markov Decision Processes With Continuous Time Parameter." Journal of the American Statistical Association 80, no. 390 (June 1985): 491. http://dx.doi.org/10.2307/2287942.
Full textFu, Yaqing. "Variance Optimization for Continuous-Time Markov Decision Processes." Open Journal of Statistics 09, no. 02 (2019): 181–95. http://dx.doi.org/10.4236/ojs.2019.92014.
Full textGuo, Xianping, and Yi Zhang. "Constrained total undiscounted continuous-time Markov decision processes." Bernoulli 23, no. 3 (August 2017): 1694–736. http://dx.doi.org/10.3150/15-bej793.
Full textZhang, Yi. "Continuous-Time Markov Decision Processes with Exponential Utility." SIAM Journal on Control and Optimization 55, no. 4 (January 2017): 2636–60. http://dx.doi.org/10.1137/16m1086261.
Full textDufour, François, and Alexei B. Piunovskiy. "Impulsive Control for Continuous-Time Markov Decision Processes." Advances in Applied Probability 47, no. 1 (March 2015): 106–27. http://dx.doi.org/10.1239/aap/1427814583.
Full textDufour, François, and Alexei B. Piunovskiy. "Impulsive Control for Continuous-Time Markov Decision Processes." Advances in Applied Probability 47, no. 01 (March 2015): 106–27. http://dx.doi.org/10.1017/s0001867800007722.
Full textPiunovskiy, Alexey. "Realizable Strategies in Continuous-Time Markov Decision Processes." SIAM Journal on Control and Optimization 56, no. 1 (January 2018): 473–95. http://dx.doi.org/10.1137/17m1138959.
Full textHu, Qiying. "Continuous time shock markov decision processes with discounted criterion." Optimization 25, no. 2-3 (January 1992): 271–83. http://dx.doi.org/10.1080/02331939208843824.
Full textWei, Qingda. "Mean–semivariance optimality for continuous-time Markov decision processes." Systems & Control Letters 125 (March 2019): 67–74. http://dx.doi.org/10.1016/j.sysconle.2019.02.001.
Full textGuo, Xianping, XinYuan Song, and Junyu Zhang. "Bias optimality for multichain continuous-time Markov decision processes." Operations Research Letters 37, no. 5 (September 2009): 317–21. http://dx.doi.org/10.1016/j.orl.2009.04.005.
Full textZhang, Lanlan, and Xianping Guo. "Constrained continuous-time Markov decision processes with average criteria." Mathematical Methods of Operations Research 67, no. 2 (March 23, 2007): 323–40. http://dx.doi.org/10.1007/s00186-007-0154-0.
Full textHu, Q. Y. "Nonstationary Continuous Time Markov Decision Processes with Discounted Criterion." Journal of Mathematical Analysis and Applications 180, no. 1 (November 1993): 60–70. http://dx.doi.org/10.1006/jmaa.1993.1382.
Full textHu, Qiying. "Continuous Time Markov Decision Processes with Discounted Moment Criterion." Journal of Mathematical Analysis and Applications 203, no. 1 (October 1996): 1–12. http://dx.doi.org/10.1006/jmaa.1996.9999.
Full textPiunovskiy, Alexey, and Yi Zhang. "The Transformation Method for Continuous-Time Markov Decision Processes." Journal of Optimization Theory and Applications 154, no. 2 (March 2, 2012): 691–712. http://dx.doi.org/10.1007/s10957-012-0015-8.
Full textBartocci, Ezio, Luca Bortolussi, Tomáš Brázdil, Dimitrios Milios, and Guido Sanguinetti. "Policy learning in continuous-time Markov decision processes using Gaussian Processes." Performance Evaluation 116 (November 2017): 84–100. http://dx.doi.org/10.1016/j.peva.2017.08.007.
Full textGuo, Xianping. "Constrained Optimization for Average Cost Continuous-Time Markov Decision Processes." IEEE Transactions on Automatic Control 52, no. 6 (June 2007): 1139–43. http://dx.doi.org/10.1109/tac.2007.899040.
Full textXianping Guo and Xinyuan Song. "Mean-Variance Criteria for Finite Continuous-Time Markov Decision Processes." IEEE Transactions on Automatic Control 54, no. 9 (September 2009): 2151–57. http://dx.doi.org/10.1109/tac.2009.2023833.
Full textPiunovskiy, Alexey. "Randomized and Relaxed Strategies in Continuous-Time Markov Decision Processes." SIAM Journal on Control and Optimization 53, no. 6 (January 2015): 3503–33. http://dx.doi.org/10.1137/15m1014012.
Full textPiunovskiy, A. B. "DISCOUNTED CONTINUOUS TIME MARKOV DECISION PROCESSES: THE CONVEX ANALYTIC APPROACH." IFAC Proceedings Volumes 38, no. 1 (2005): 31–36. http://dx.doi.org/10.3182/20050703-6-cz-1902.00357.
Full textGuo, Xianping, Mantas Vykertas, and Yi Zhang. "Absorbing Continuous-Time Markov Decision Processes with Total Cost Criteria." Advances in Applied Probability 45, no. 2 (June 2013): 490–519. http://dx.doi.org/10.1239/aap/1370870127.
Full textGuo, Xianping, Mantas Vykertas, and Yi Zhang. "Absorbing Continuous-Time Markov Decision Processes with Total Cost Criteria." Advances in Applied Probability 45, no. 02 (June 2013): 490–519. http://dx.doi.org/10.1017/s0001867800006418.
Full textAnselmi, Jonatha, François Dufour, and Tomás Prieto-Rumeau. "Computable approximations for average Markov decision processes in continuous time." Journal of Applied Probability 55, no. 2 (June 2018): 571–92. http://dx.doi.org/10.1017/jpr.2018.36.
Full textGuo, Xianping, Yonghui Huang, and Yi Zhang. "Constrained Continuous-Time Markov Decision Processes on the Finite Horizon." Applied Mathematics & Optimization 75, no. 2 (April 15, 2016): 317–41. http://dx.doi.org/10.1007/s00245-016-9352-6.
Full textYe, Liuer, and Xianping Guo. "Continuous-Time Markov Decision Processes with State-Dependent Discount Factors." Acta Applicandae Mathematicae 121, no. 1 (February 24, 2012): 5–27. http://dx.doi.org/10.1007/s10440-012-9669-3.
Full textGuo, Xianping, and Xinyuan Song. "Discounted continuous-time constrained Markov decision processes in Polish spaces." Annals of Applied Probability 21, no. 5 (October 2011): 2016–49. http://dx.doi.org/10.1214/10-aap749.
Full textWei, Qingda. "Finite approximation for finite-horizon continuous-time Markov decision processes." 4OR 15, no. 1 (June 11, 2016): 67–84. http://dx.doi.org/10.1007/s10288-016-0321-3.
Full textZhu, Quan-xin. "Variance minimization for continuous-time Markov decision processes: two approaches." Applied Mathematics-A Journal of Chinese Universities 25, no. 4 (December 2010): 400–410. http://dx.doi.org/10.1007/s11766-010-2428-1.
Full textZhang, Junyu, and Xi-Ren Cao. "Continuous-time Markov decision processes with nth-bias optimality criteria." Automatica 45, no. 7 (July 2009): 1628–38. http://dx.doi.org/10.1016/j.automatica.2009.03.009.
Full textGuo, Xianping, and Liuer Ye. "New discount and average optimality conditions for continuous-time Markov decision processes." Advances in Applied Probability 42, no. 4 (December 2010): 953–85. http://dx.doi.org/10.1239/aap/1293113146.
Full textGuo, Xianping, and Liuer Ye. "New discount and average optimality conditions for continuous-time Markov decision processes." Advances in Applied Probability 42, no. 04 (December 2010): 953–85. http://dx.doi.org/10.1017/s000186780000447x.
Full textHu, Q. Y. "Nonstationary Continuous Time Markov Decision Processes in a Semi-Markov Environment with Discounted Criterion." Journal of Mathematical Analysis and Applications 194, no. 3 (September 1995): 640–59. http://dx.doi.org/10.1006/jmaa.1995.1322.
Full textHUANG, XiangXiang, and LiuEr YE. "A mean-variance optimization problem for continuous-time Markov decision processes." SCIENTIA SINICA Mathematica 44, no. 8 (August 1, 2014): 883–98. http://dx.doi.org/10.1360/n012013-00117.
Full textWei, Qingda, and Xian Chen. "Risk-sensitive average continuous-time Markov decision processes with unbounded rates." Optimization 68, no. 4 (November 15, 2018): 773–800. http://dx.doi.org/10.1080/02331934.2018.1547382.
Full textGuo, Xianping, and Lanlan Zhang. "Total reward criteria for unconstrained/constrained continuous-time Markov decision processes." Journal of Systems Science and Complexity 24, no. 3 (June 2011): 491–505. http://dx.doi.org/10.1007/s11424-011-8004-9.
Full textZou, Xiaolong, and Yonghui Huang. "Verifiable conditions for average optimality of continuous-time Markov decision processes." Operations Research Letters 44, no. 6 (November 2016): 742–46. http://dx.doi.org/10.1016/j.orl.2016.09.007.
Full textHuo, Haifeng, Xiaolong Zou, and Xianping Guo. "The risk probability criterion for discounted continuous-time Markov decision processes." Discrete Event Dynamic Systems 27, no. 4 (August 10, 2017): 675–99. http://dx.doi.org/10.1007/s10626-017-0257-6.
Full textFeinberg, Eugene A. "Continuous Time Discounted Jump Markov Decision Processes: A Discrete-Event Approach." Mathematics of Operations Research 29, no. 3 (August 2004): 492–524. http://dx.doi.org/10.1287/moor.1040.0089.
Full textGuo, Xianping, and Zhong-Wei Liao. "Risk-Sensitive Discounted Continuous-Time Markov Decision Processes with Unbounded Rates." SIAM Journal on Control and Optimization 57, no. 6 (January 2019): 3857–83. http://dx.doi.org/10.1137/18m1222016.
Full textLiu, Qiuli, Hangsheng Tan, and Xianping Guo. "Denumerable continuous-time Markov decision processes with multiconstraints on average costs." International Journal of Systems Science 43, no. 3 (March 2012): 576–85. http://dx.doi.org/10.1080/00207721.2010.517868.
Full textGuo, Xianping, and Ulrich Rieder. "Average optimality for continuous-time Markov decision processes in Polish spaces." Annals of Applied Probability 16, no. 2 (May 2006): 730–56. http://dx.doi.org/10.1214/105051606000000105.
Full textGuo, Xianping, Onésimo Hernández-Lerma, Tomás Prieto-Rumeau, Xi-Ren Cao, Junyu Zhang, Qiying Hu, Mark E. Lewis, and Ricardo Vélez. "A survey of recent results on continuous-time Markov decision processes." TOP 14, no. 2 (December 2006): 177–261. http://dx.doi.org/10.1007/bf02837562.
Full textBuchholz, Peter, and Ingo Schulz. "Numerical analysis of continuous time Markov decision processes over finite horizons." Computers & Operations Research 38, no. 3 (March 2011): 651–59. http://dx.doi.org/10.1016/j.cor.2010.08.011.
Full textGopalan, Nakul, Marie DesJardins, Michael Littman, James MacGlashan, Shawn Squire, Stefanie Tellex, John Winder, and Lawson Wong. "Planning with Abstract Markov Decision Processes." Proceedings of the International Conference on Automated Planning and Scheduling 27 (June 5, 2017): 480–88. http://dx.doi.org/10.1609/icaps.v27i1.13867.
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