Algebraic optimization of sequential decision problems
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Publication:6051114
DOI10.1016/j.jsc.2023.102241arXiv2211.09439MaRDI QIDQ6051114
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Publication date: 19 September 2023
Published in: Journal of Symbolic Computation (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2211.09439
polynomial optimizationalgebraic degreestate aggregationpartially observable Markov decision processstate-action frequencies
Markov and semi-Markov decision processes (90C40) Algebraic statistics (62R01) Polynomial optimization (90C23)
Cites Work
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- Optimality conditions and finite convergence of Lasserre's hierarchy
- HomotopyContinuation.jl: a package for homotopy continuation in Julia
- Geometry of policy improvement
- Certifying convergence of Lasserre's hierarchy via flat truncation
- On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
- Finite state Markovian decision processes
- Global Optimization with Polynomials and the Problem of Moments
- On the Computational Complexity of Stochastic Controller Optimization in POMDPs
- Julia: A Fresh Approach to Numerical Computing
- GloptiPoly 3: moments, optimization and semidefinite programming
- Survey of linear programming for standard and nonstandard Markovian control problems. Part I: Theory
- Detecting Global Optimality and Extracting Solutions in GloptiPoly
- Algebraic Degree of Polynomial Optimization
- Nonlinear Optimal Control via Occupation Measures and LMI-Relaxations
- Nonlinear Programming
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