The International Journal of Robotics Research, Ahead of Print.
Partially observable Markov decision processes (pomdps) are a general and principled framework for motion planning under uncertainty. Despite tremendous improvement in the scalability ofpomdpsolvers, long-horizonpomdps remain difficult to solve. To ...