Variational excess risk bound for general state space models.
Elisabeth GassiatSylvain Le CorffPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- state space
- special case
- dynamic programming
- probabilistic model
- markov decision processes
- image segmentation
- complex systems
- statistical models
- closely related
- cumulative prospect theory
- particle filter
- markov chain
- lower bound
- decision making
- optimal policy
- prior knowledge
- experimental data
- reinforcement learning
- data sets