Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems.

Sahin Lale Kamyar Azizzadenesheli Babak Hassibi Anima Anandkumar

Published in: CoRR (2020)

Keyphrases

partially observable
regret bounds
dynamical systems
linear dynamical systems
lower bound
online learning
linear regression
state space
upper bound
machine learning
decision problems
hidden markov models
reinforcement learning
probability distribution
dynamic textures
spatio temporal
video sequences