Convex Optimization for Parameter Synthesis in MDPs.
Murat CubuktepeNils JansenSebastian JungesJoost-Pieter KatoenUfuk TopcuPublished in: IEEE Trans. Autom. Control. (2022)
Keyphrases
- convex optimization
- markov decision processes
- interior point methods
- low rank
- reinforcement learning
- convex optimization problems
- primal dual
- state space
- convex relaxation
- convex formulation
- total variation
- feature extraction
- norm minimization
- optimal policy
- operator splitting
- semidefinite program
- convex constraints
- alternating direction method of multipliers