Scaling Long-Horizon Online POMDP Planning via Rapid State Space Sampling

Yuanchu Liang, Edward Kim, Wil Thomason +3

Partially Observable Markov Decision Processes (POMDPs) are a general and principled framework for motion planning under uncertainty. Despite tremendous improvement in the scalabil…