Convex Optimization for Parameter Synthesis in MDPs.
Murat CubuktepeNils JansenSebastian JungesJoost-Pieter KatoenUfuk TopcuPublished in: CoRR (2021)
Keyphrases
- convex optimization
- markov decision processes
- interior point methods
- low rank
- total variation
- reinforcement learning
- operator splitting
- convex relaxation
- convex optimization problems
- norm minimization
- convex constraints
- state space
- convex formulation
- optimal policy
- markov random field
- primal dual
- image classification
- evolutionary algorithm
- multiscale
- basis pursuit
- semidefinite program
- high quality