Optimal Control of Partially Observable Piecewise Deterministic Markov Processes.
Nicole BäuerleDirk LangePublished in: SIAM J. Control. Optim. (2018)
Keyphrases
- optimal control
- markov processes
- partially observable
- infinite horizon
- reinforcement learning
- markov chain
- markov process
- dynamic programming
- state space
- stochastic processes
- markov decision processes
- decision problems
- control strategy
- markov decision problems
- average cost
- non stationary
- random fields
- dynamical systems
- stochastic process
- belief state
- learning algorithm
- planning domains
- hidden markov models