Welfare Maximization Algorithm for Solving Budget-Constrained Multi-Component POMDPs.
Manav VoraPranay ThangedaMichael N. GrussingMelkior OrnikPublished in: IEEE Control. Syst. Lett. (2023)
Keyphrases
- multi component
- dynamic programming
- experimental evaluation
- preprocessing
- computational complexity
- search space
- learning algorithm
- optimal solution
- times faster
- computational cost
- optimization algorithm
- worst case
- objective function
- combinatorial optimization
- detection algorithm
- high accuracy
- np hard
- significant improvement
- k means
- linear programming
- expectation maximization
- probabilistic model
- matching algorithm
- linear program
- cost function
- recognition algorithm
- belief state