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Point-Based POMDP Algorithms: Improved Analysis and Implementation

Point-Based POMDP Algorithms: Improved Analysis and Implementation

Trey Smith
R. Simmons
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Papers citing "Point-Based POMDP Algorithms: Improved Analysis and Implementation"

6 / 6 papers shown
Title
A Finite-State Controller Based Offline Solver for Deterministic POMDPs
A Finite-State Controller Based Offline Solver for Deterministic POMDPs
Alex Schutz
Yang You
Matias Mattamala
Ipek Caliskanelli
Bruno Lacerda
Nick Hawes
OffRL
48
0
0
01 May 2025
Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes
Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes
A. Cassandra
Michael L. Littman
N. Zhang
101
509
0
06 Feb 2013
Heuristic Search Value Iteration for POMDPs
Heuristic Search Value Iteration for POMDPs
Trey Smith
R. Simmons
90
548
0
11 Jul 2012
Perseus: Randomized Point-based Value Iteration for POMDPs
Perseus: Randomized Point-based Value Iteration for POMDPs
M. Spaan
N. Vlassis
102
767
0
09 Sep 2011
Speeding Up the Convergence of Value Iteration in Partially Observable Markov Decision Processes
Speeding Up the Convergence of Value Iteration in Partially Observable Markov Decision Processes
N. Zhang
Weihong Zhang
98
146
0
01 Jun 2011
Value-Function Approximations for Partially Observable Markov Decision Processes
Value-Function Approximations for Partially Observable Markov Decision Processes
M. Hauskrecht
88
227
0
01 Jun 2011

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