Compositional Value Iteration with Pareto Caching.
Kazuki WatanabeMarck van der VegtSebastian JungesIchiro HasuoPublished in: CAV (3) (2024)
Keyphrases
- markov decision processes
- multi objective
- state space
- prefetching
- multi objective optimization
- markov decision chains
- heuristic search
- multiobjective optimization
- data access
- query processing
- semantic caching
- dynamic programming
- differential evolution
- access patterns
- consistency maintenance
- pareto optimal
- dynamic content
- belief space
- policy iteration
- caching scheme
- stochastic shortest path
- partially observable markov
- multicriteria optimization
- cache replacement
- infinite horizon
- bandwidth consumption
- hit ratio
- web caching
- belief state
- data sets
- decision theoretic
- dynamical systems
- linear programming
- genetic algorithm