Predictive State Representations: A New Theory for Modeling Dynamical Systems

Satinder P. Singh Michael R. James Matthew R. Rudary

Published in: CoRR (2012)

Keyphrases

dynamical systems
predictive state representations
nonlinear dynamical systems
differential equations
stochastic systems
state space
partially observable
partially observable markov decision processes
linear dynamical systems
decision making
sample size
temporal difference
past observations