Dirk Kroese | DeepAI

DeepAI

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Featured Co-authors

Hanna Kurniawati
12 publications
Nan Ye
11 publications
Marcus Hoerger
7 publications
Lachlan Gibson
1 publication

research

∙ 05/14/2023

A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees

The Partially Observable Markov Decision Process (POMDP) provides a prin...

0 Marcus Hoerger, et al. ∙

research

∙ 05/13/2023

A Flow-Based Generative Model for Rare-Event Simulation

Solving decision problems in complex, stochastic environments is often a...

0 Lachlan Gibson, et al. ∙

research

∙ 02/21/2023

Adaptive Discretization using Voronoi Trees for Continuous POMDPs

Solving continuous Partially Observable Markov Decision Processes (POMDP...

0 Marcus Hoerger, et al. ∙

research

∙ 09/13/2022

Adaptive Discretization using Voronoi Trees for Continuous-Action POMDPs

Solving Partially Observable Markov Decision Processes (POMDPs) with con...

0 Marcus Hoerger, et al. ∙