Efficient solutions to factored MDPs with imprecise transition probabilities

DOI10.1016/j.artint.2011.01.001zbMath1230.90115OpenAlexW2145495721WikidataQ62047361 ScholiaQ62047361MaRDI QIDQ646498

Leliane Nunes de Barros, Scott Sanner, Karina Valdivia Delgado

Publication date: 17 November 2011

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.artint.2011.01.001

zbMATH Keywords

Markov decision processprobabilistic planningrobust planning

Mathematics Subject Classification ID

Sensitivity, stability, parametric optimization (90C31) Management decision making, including multiple objectives (90B50) Dynamic programming (90C39) Markov and semi-Markov decision processes (90C40)

Related Items (10)

The complexity of reachability in parametric Markov decision processes ⋮ BOUNDED-PARAMETER PARTIALLY OBSERVABLE MARKOV DECISION PROCESSES: FRAMEWORK AND ALGORITHM ⋮ Efficient approximate linear programming for factored MDPs ⋮ Real-time dynamic programming for Markov decision processes with imprecise probabilities ⋮ Robust topological policy iteration for infinite horizon bounded Markov decision processes ⋮ On the Complexity of Reachability in Parametric Markov Decision Processes ⋮ A survey of decision making and optimization under uncertainty ⋮ Robust planning with incomplete domain models ⋮ Advanced SMT techniques for weighted model integration ⋮ A Sufficient Statistic for Influence in Structured Multiagent Environments

Cites Work

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• Optimal control of diffusion processes with reflection
• Using probability trees to compute marginals with imprecise probabilities
• Credal networks
• Bounded-parameter Markov decision processes
• Graphical models for imprecise probabilities
• Graph-Based Algorithms for Boolean Function Manipulation
• An Analysis of Stochastic Shortest Path Problems
• Markov Decision Processes with Imprecise Transition Probabilities
• Markovian Decision Processes with Uncertain Transition Probabilities
• Robust Control of Markov Decision Processes with Uncertain Transition Matrices
• Stochastic Games

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