Predictive State Representations: A New Theory for Modeling Dynamical Systems.
Satinder P. SinghMichael R. JamesMatthew R. RudaryPublished in: UAI (2004)
Keyphrases
- dynamical systems
- predictive state representations
- nonlinear dynamical systems
- differential equations
- stochastic systems
- state space
- past observations
- partially observable
- temporal difference
- stochastic models
- multi agent
- function approximation
- partially observable markov decision processes
- linear dynamical systems