A Probabilistic Forward Search Value Iteration Algorithm for POMDP.

Feng Liu Cheng Lei Hanyi Liu Chongjun Wang

Published in: ICTAI (2019)

Keyphrases

learning algorithm
dynamic programming
objective function
search space
search strategy
monte carlo
reinforcement learning
linear programming
bayesian networks
optimal solution
np hard
belief state
memory efficient