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Verification of indefinite-horizon POMDPs

Verification of indefinite-horizon POMDPs

30 June 2020
Alexander Bork
Sebastian Junges
J. Katoen
Tim Quatmann
ArXiv (abs)PDFHTML

Papers citing "Verification of indefinite-horizon POMDPs"

7 / 7 papers shown
Sound Heuristic Search Value Iteration for Undiscounted POMDPs with
  Reachability Objectives
Sound Heuristic Search Value Iteration for Undiscounted POMDPs with Reachability Objectives
Qi Heng Ho
Martin S. Feather
Federico Rossi
Zachary Sunberg
Morteza Lahijanian
169
2
0
05 Jun 2024
Learning Explainable and Better Performing Representations of POMDP
  Strategies
Learning Explainable and Better Performing Representations of POMDP StrategiesInternational Conference on Tools and Algorithms for Construction and Analysis of Systems (TACAS), 2024
Alexander Bork
Debraj Chakraborty
Kush Grover
Jan Křetínský
Stefanie Mohr
277
1
0
15 Jan 2024
Reinforcement Learning under Partial Observability Guided by Learned
  Environment Models
Reinforcement Learning under Partial Observability Guided by Learned Environment ModelsInternational Conference on Integrated Formal Methods (IFM), 2022
Edi Muškardin
Martin Tappler
B. Aichernig
Ingo Pill
OffRL
136
11
0
23 Jun 2022
On the Verification of Belief Programs
On the Verification of Belief Programs
Daxin Liu
G. Lakemeyer
195
1
0
26 Apr 2022
Under-Approximating Expected Total Rewards in POMDPs
Under-Approximating Expected Total Rewards in POMDPsInternational Conference on Tools and Algorithms for Construction and Analysis of Systems (TACAS), 2022
Alexander Bork
J. Katoen
Tim Quatmann
186
10
0
21 Jan 2022
Runtime Monitoring for Markov Decision Processes
Runtime Monitoring for Markov Decision ProcessesInternational Conference on Computer Aided Verification (CAV), 2021
Sebastian Junges
Hazem Torfah
Sanjit A. Seshia
95
5
0
26 May 2021
Enforcing Almost-Sure Reachability in POMDPs
Enforcing Almost-Sure Reachability in POMDPs
Sebastian Junges
N. Jansen
Sanjit A. Seshia
305
29
0
30 Jun 2020
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