Near Optimal Behavior via Approximate State Abstraction.

David Abel D. Ellis Hershkowitz Michael L. Littman

Published in: ICML (2016)

Keyphrases

state abstraction
state space
variable resolution
lower bound
dynamic programming
dynamic environments
markov decision processes
path finding
hierarchical reinforcement learning