Strengthening Deterministic Policies for POMDPs

16 July 2020

Papers citing "Strengthening Deterministic Policies for POMDPs"

9 / 9 papers shown

Title
Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks Steven Carr N. Jansen Ralf Wimmer A. Serban Bernd Becker Ufuk Topcu 37 29 0 20 Mar 2019
Synthesis in pMDPs: A Tale of 1001 Parameters Murat Cubuktepe N. Jansen Sebastian Junges J. Katoen Ufuk Topcu 33 43 0 05 Mar 2018
Bounded Policy Synthesis for POMDPs with Safe-Reachability Objectives Yue Wang Swarat Chaudhuri Lydia E. Kavraki 69 30 0 29 Jan 2018
Environment-Independent Task Specifications via GLTL Michael L. Littman Ufuk Topcu Jie Fu Charles Isbell Min Wen J. MacGlashan 60 145 0 14 Apr 2017
Optimal Cost Almost-sure Reachability in POMDPs K. Chatterjee Martin Chmelík Raghav Gupta Ayush Kanodia 41 64 0 14 Nov 2014
Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications K. Chatterjee Martin Chmelík Raghav Gupta Ayush Kanodia 117 65 0 11 Sep 2014
Learning Finite-State Controllers for Partially Observable Environments Nicolas Meuleau L. Peshkin Kee-Eung Kim L. Kaelbling 80 240 0 23 Jan 2013
On the Computational Complexity of Stochastic Controller Optimization in POMDPs N. Vlassis Michael L. Littman David Barber 82 84 0 15 Jul 2011
Mixed Integer Linear Programming For Exact Finite-Horizon Planning In Decentralized Pomdps R. Aras A. Dutech François Charpillet 185 46 0 17 Jul 2007