Control Capacity of Partially Observable Dynamic Systems in Continuous Time.
Stas TiomkinDaniel PolaniNaftali TishbyPublished in: CoRR (2017)
Keyphrases
- dynamic systems
- dynamical systems
- partially observable
- discrete event
- linear time invariant
- state space
- partial observability
- qualitative reasoning
- consistency based diagnosis
- markov decision problems
- optimal control
- partially observable environments
- model based diagnosis
- partial observations
- complex systems
- control system
- markov decision processes
- infinite horizon
- partially observable markov decision processes
- reinforcement learning
- qualitative models
- feedback control
- action models
- adaptive control
- belief state
- control law
- particle filter
- markov chain
- search space