Resilient Computing with Reinforcement Learning on a Dynamical System: Case Study in Sorting.
Aleksandra FaustJames B. AimoneConrad D. JamesLydia TapiaPublished in: CDC (2018)
Keyphrases
- dynamical systems
- case study
- reinforcement learning
- state space
- reinforcement learning methods
- partially observable
- hidden state
- differential equations
- dynamic systems
- nonlinear dynamical systems
- phase space
- dynamical behavior
- function approximation
- machine learning
- linear systems
- fixed point
- markov decision processes
- discrete event
- multi agent
- past observations
- optimal control
- partially observable markov decision processes
- model free
- chaotic neural network
- dynamical models
- optimal policy
- dynamic programming
- search algorithm
- discrete dynamical systems