Memory-Limited Partially Observable Stochastic Control and Its Mean-Field Control Approach.
Takehiro TottoriTetsuya J. KobayashiPublished in: Entropy (2022)
Keyphrases
- stochastic control
- partially observable
- control problems
- optimal control
- reinforcement learning
- infinite horizon
- queueing systems
- markov decision processes
- operations management
- state space
- decision problems
- brownian motion
- dynamical systems
- control system
- control strategy
- function approximation
- steady state
- em algorithm
- markov random field
- dynamic programming
- average reward
- np hard
- computational complexity