Point-Based POMDP Algorithms: Improved Analysis and Implementation

4 July 2012

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 Alex Schutz Yang You Matias Mattamala Ipek Caliskanelli Bruno Lacerda Nick Hawes OffRL 51 0 0 01 May 2025
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 Trey Smith R. Simmons 90 548 0 11 Jul 2012
Perseus: Randomized Point-based Value Iteration for POMDPs M. Spaan N. Vlassis 105 767 0 09 Sep 2011
Speeding Up the Convergence of Value Iteration in Partially Observable Markov Decision Processes N. Zhang Weihong Zhang 98 145 0 01 Jun 2011
Value-Function Approximations for Partially Observable Markov Decision Processes M. Hauskrecht 93 227 0 01 Jun 2011