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Multilevel Monte Carlo for solving POMDPs on-line.

, , and . Int. J. Robotics Res., 42 (4-5): 196-213 (April 2023)

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The Importance of a Suitable Distance Function in Belief-Space Planning., , , and . ISRR (2), volume 3 of Springer Proceedings in Advanced Robotics, page 683-700. Springer, (2015)Motion planning under uncertainty for robotic tasks with long time horizons., , , and . Int. J. Robotics Res., 30 (3): 308-323 (2011)Locally connected interrelated network: A forward propagation primitive., and . Int. J. Robotics Res., 42 (6): 371-384 (May 2023)An online and approximate solver for POMDPs with continuous action space., , and . ICRA, page 2290-2297. IEEE, (2015)Special issue on selected and extended papers from SIMPAR 2016., , , , and . Adv. Robotics, 31 (22): 1157-1158 (2017)Workspace importance sampling for probabilistic roadmap planning., and . IROS, page 1618-1623. IEEE, (2004)Asymptotically optimal inspection planning using systems with differential constraints., , and . ICRA, page 4126-4133. IEEE, (2013)Point-Based Policy Transformation: Adapting Policy to Changing POMDP Models., and . WAFR, volume 86 of Springer Tracts in Advanced Robotics, page 493-509. Springer, (2012)Global motion planning under uncertain motion, sensing, and environment map., , and . Auton. Robots, 33 (3): 255-272 (2012)Partially Observable Markov Decision Process (POMDP) Technologies for Sign Language Based Human-Computer Interaction., , , and . HCI (7), volume 5616 of Lecture Notes in Computer Science, page 577-586. Springer, (2009)