Resilient Computing with Reinforcement Learning on a Dynamical System: Case Study in Sorting.
Aleksandra FaustJames B. AimoneConrad D. JamesLydia TapiaPublished in: CoRR (2018)
Keyphrases
- dynamical systems
- case study
- reinforcement learning
- state space
- reinforcement learning methods
- partially observable
- hidden state
- differential equations
- dynamic systems
- nonlinear dynamical systems
- linear systems
- fixed point
- phase space
- dynamical behavior
- agent environment
- function approximation
- discrete event
- lyapunov exponents
- predictive state representations
- partially observable markov decision processes
- model free
- markov decision processes
- evolutionary algorithm
- multi agent
- action selection
- computational intelligence
- past observations
- machine learning