Capacity of Finite State Channels Based on Lyapunov Exponents of Random Matrices.
Tim HollidayAndrea J. GoldsmithPeter W. GlynnPublished in: IEEE Trans. Inf. Theory (2006)
Keyphrases
- finite state
- lyapunov exponents
- markov chain
- chaotic dynamics
- dynamical systems
- markov decision processes
- model checking
- nonlinear dynamics
- cellular automata
- optimal policy
- state space
- average cost
- partially observable markov decision processes
- tree automata
- artificial neural networks
- learning algorithm
- finite state transducers
- reinforcement learning