A fully vectorized online POMDP solver runs tens of thousands of parallel simulations on a GPU without thread-level synchronization and achieves 20-100x speedups over HyP-DESPOT.
Hyp-despot: A hybrid parallel algorithm for online planning under uncertainty,
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Vectorized Online POMDP Planning
A fully vectorized online POMDP solver runs tens of thousands of parallel simulations on a GPU without thread-level synchronization and achieves 20-100x speedups over HyP-DESPOT.