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Home / Proceedings / AAAI Workshop Papers 2008 /

Advancements in POMDP Solvers

Contents

  • Optimizing Fixed-Size Stochastic Controllers for POMDPs

    Christopher Amato, Daniel S. Bernstein, Shlomo Zilberstein

    PDF
  • Solving POMDPs from Both Sides: Growing Dual Parsimonious Bounds

    Nicholas Armstrong-Crews, Geoffrey Gordon, Manuela Veloso

    PDF
  • Continuous-state POMDPs with Hybrid Dynamics

    Emma Brunskill, Leslie Kaelbling, Tomas Lozano-Perez, Nicholas Roy

    PDF
  • POMDP and DEC-POMDP Point-Based Observation Aggregation

    Alan S. Carlin, Shlomo Zilberstein

    PDF
  • Topological Orders Based Planning for Solving POMDPs

    Jilles steeve Dibangoye, Brahim Chaib-draa, Abdel-illah Mouaddib

    PDF
  • Sparse Stochastic Finite-State Controllers for POMDPs

    Eric A. Hansen

    PDF
  • A Consolidated Actor-Critic Model with Function Approximation for High-Dimensional POMDPs

    Christopher A Niedzwiedz, Itamar Elhanany, Scott Livingston, ZhenZhen Liu

    PDF
  • Point-Based Value Iteration Algorithms for Multi-Core Machines

    Guy Shani

    PDF
  • Cooperative Active Perception using POMDPs

    Matthijs T.J. Spaan

    PDF
  • Hierarchical POMDP Controller Optimization by Likelihood Maximization

    Marc Toussaint, Laurent Charlin, Pascal Poupart

    PDF
  • Integrating Expert Knowledge into POMDP Optimization for Spoken Dialog Systems

    Jason D. Williams

    PDF
  • Organizing Committee

    Guy Shani

    PDF

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