Solving POMDPs by Searching in Policy Space (1998)

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by Eric A. Hansen
Citations:87 - 8 self

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Region-Based Dynamic Programming for Partially Observable Markov Decision Processes – Zhengzhu Feng
6 Algorithms for Partially Observable Markov Decision Processes – Weihong Zhang - 2001
105 Value-function approximations for partially observable Markov decision processes – Milos Hauskrecht - 2000
45 Exploiting Structure to Efficiently Solve Large Scale Partially Observable Markov Decision Processes – Pascal Poupart - 2005
3 Approximate Value-Directed Belief State Monitoring for Partially Observable Markov Decision Processes – Pascal Poupart - 2000
1 Model-Based Bayesian Reinforcement Learning in Complex Domains – Stéphane Ross, To My Parents, Sylvianne Drolet, Danny Ross
31 Planning and control in stochastic domains with imperfect information – Milos Hauskrecht - 1997
28 An Improved Policy Iteration Algorithm for Partially Observable MDPs – Eric A. Hansen - 1997
2 First order Markov Decision Processes – Chenggang Wang, Carla Brodley, Sridhar Mahadevan, Eric Miller - 2007
1 POMDP Solution Methods – Darius Braziunas - 2003
67 Learning finite-state controllers for partially observable environments – Nicolas Meuleau, Leonid Peshkin, Kee-eung Kim, Leslie Pack Kaelbling - 1999
49 Solving POMDPs by searching the space of finite policies – Nicolas Meuleau, Kee-eung Kim, Leslie Pack Kaelbling, Anthony R. Cassandra - 1999
46 Finding Approximate POMDP Solutions Through Belief Compression – Nicholas Roy, Geoffrey Gordon, Sebastian Thrun - 2003
111 Perseus: Randomized point-based value iteration for POMDPs – Matthijs T. J. Spaan, Nikos Vlassis - 2005
19 A Model Approximation Scheme for Planning in Partially Observable Stochastic Domains – Nevin L. Zhang, Wenju Liu - 1997
144 Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes – Anthony Cassandra, Michael L. Littman, Nevin L. Zhang - 1997
629 Planning and acting in partially observable stochastic domains – Leslie Pack Kaelbling, Michael L. Littman, Anthony R. Cassandra - 1998
32 Complexity of Finite-Horizon Markov Decision Process Problems – Martin Mundhenk, Judy Goldsmith, Christopher Lusena, Eric Allender - 2000
27 Nonapproximability Results for Partially Observable Markov Decision Processes – Christopher Lusena, Judy Goldsmith, Martin Mundhenk - 2000