Learning Robust Policies for Uncertain Parametric Markov Decision Processes
Fuente:
arXiv
Saved in:
| Main Authors: | Rickard, Luke, Abate, Alessandro, Margellos, Kostas |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Probabilistic Alternating Simulations for Policy Synthesis in Uncertain Stochastic Dynamical Systems
by: Badings, Thom, et al.
Published: (2025)
by: Badings, Thom, et al.
Published: (2025)
Continuous-time Data-driven Barrier Certificate Synthesis
by: Rickard, Luke, et al.
Published: (2025)
by: Rickard, Luke, et al.
Published: (2025)
Data-Driven Certificate Synthesis
by: Rickard, Luke, et al.
Published: (2025)
by: Rickard, Luke, et al.
Published: (2025)
Learning Algorithms for Verification of Markov Decision Processes
by: Brázdil, Tomáš, et al.
Published: (2024)
by: Brázdil, Tomáš, et al.
Published: (2024)
Best-Effort Policies for Robust Markov Decision Processes
by: Abate, Alessandro, et al.
Published: (2025)
by: Abate, Alessandro, et al.
Published: (2025)
Quantitative Supermartingale Certificates
by: Abate, Alessandro, et al.
Published: (2025)
by: Abate, Alessandro, et al.
Published: (2025)
Stochastic Omega-Regular Verification and Control with Supermartingales
by: Abate, Alessandro, et al.
Published: (2024)
by: Abate, Alessandro, et al.
Published: (2024)
IntervalMDP.jl: Accelerated Value Iteration for Interval Markov Decision Processes
by: Mathiesen, Frederik Baymler, et al.
Published: (2024)
by: Mathiesen, Frederik Baymler, et al.
Published: (2024)
Neural Proofs for Sound Verification and Control of Complex Systems
by: Abate, Alessandro
Published: (2025)
by: Abate, Alessandro
Published: (2025)
1-2-3-Go! Policy Synthesis for Parameterized Markov Decision Processes via Decision-Tree Learning and Generalization
by: Azeem, Muqsit, et al.
Published: (2024)
by: Azeem, Muqsit, et al.
Published: (2024)
A General Framework for Verification and Control of Dynamical Models via Certificate Synthesis
by: Edwards, Alec, et al.
Published: (2023)
by: Edwards, Alec, et al.
Published: (2023)
Fossil 2.0: Formal Certificate Synthesis for the Verification and Control of Dynamical Models
by: Edwards, Alec, et al.
Published: (2023)
by: Edwards, Alec, et al.
Published: (2023)
Barrier Certificates for Uncertain Temporal Specifications
by: Mamduhi, Mohammad H., et al.
Published: (2026)
by: Mamduhi, Mohammad H., et al.
Published: (2026)
Safe Reach Set Computation via Neural Barrier Certificates
by: Abate, Alessandro, et al.
Published: (2024)
by: Abate, Alessandro, et al.
Published: (2024)
Certifiably Robust Policies for Uncertain Parametric Environments
by: Schnitzer, Yannik, et al.
Published: (2024)
by: Schnitzer, Yannik, et al.
Published: (2024)
ARCH-COMP25 Category Report: Stochastic Models
by: Abate, Alessandro, et al.
Published: (2025)
by: Abate, Alessandro, et al.
Published: (2025)
Verification of Nonblockingness in Bounded Petri Nets With Minimax Basis Reachability Graphs
by: Gu, Chao, et al.
Published: (2020)
by: Gu, Chao, et al.
Published: (2020)
Bayesian Formal Synthesis of Unknown Systems via Robust Simulation Relations
by: Schön, Oliver, et al.
Published: (2023)
by: Schön, Oliver, et al.
Published: (2023)
Robust Conformal Prediction for STL Runtime Verification under Distribution Shift
by: Zhao, Yiqi, et al.
Published: (2023)
by: Zhao, Yiqi, et al.
Published: (2023)
Distributionally Robust Predictive Runtime Verification under Spatio-Temporal Logic Specifications
by: Zhao, Yiqi, et al.
Published: (2025)
by: Zhao, Yiqi, et al.
Published: (2025)
Zeta Functions and the (Linear) Logic of Markov Processes
by: Seiller, Thomas
Published: (2020)
by: Seiller, Thomas
Published: (2020)
Executing Discrete/Continuous Declarative Process Specifications via Complex Event Processing
by: Schönig, Stefan, et al.
Published: (2025)
by: Schönig, Stefan, et al.
Published: (2025)
On the Complexity of Robust Markov Decision Processes and Bisimulation Metrics
by: Suilen, Marnix, et al.
Published: (2026)
by: Suilen, Marnix, et al.
Published: (2026)
Context-Aided Variable Elimination for Requirement Engineering
by: Incer, Inigo, et al.
Published: (2023)
by: Incer, Inigo, et al.
Published: (2023)
CESAR: Control Envelope Synthesis via Angelic Refinements
by: Kabra, Aditi, et al.
Published: (2023)
by: Kabra, Aditi, et al.
Published: (2023)
Closure Certificates
by: Murali, Vishnu, et al.
Published: (2023)
by: Murali, Vishnu, et al.
Published: (2023)
Pacti: Scaling Assume-Guarantee Reasoning for System Analysis and Design
by: Incer, Inigo, et al.
Published: (2023)
by: Incer, Inigo, et al.
Published: (2023)
Reachability Analysis Using Constrained Polynomial Logical Zonotopes
by: Hafez, Ahmad, et al.
Published: (2024)
by: Hafez, Ahmad, et al.
Published: (2024)
Formal Verification of Linear Temporal Logic Specifications Using Hybrid Zonotope-Based Reachability Analysis
by: Hadjiloizou, Loizos, et al.
Published: (2024)
by: Hadjiloizou, Loizos, et al.
Published: (2024)
Solvability of Approximate Reach-Avoid Games
by: Gleirscher, Mario
Published: (2025)
by: Gleirscher, Mario
Published: (2025)
Certifying Lyapunov Stability of Black-Box Nonlinear Systems via Counterexample Guided Synthesis (Extended Version)
by: Hsieh, Chiao, et al.
Published: (2025)
by: Hsieh, Chiao, et al.
Published: (2025)
Supermartingale Certificates for Quantitative Omega-regular Verification and Control
by: Henzinger, Thomas A., et al.
Published: (2025)
by: Henzinger, Thomas A., et al.
Published: (2025)
A Compositional Approach to Diagnosing Faults in Cyber-Physical Systems
by: Graebener, Josefine B., et al.
Published: (2025)
by: Graebener, Josefine B., et al.
Published: (2025)
Precision on Demand: Propositional Logic for Event-Trigger Threshold Regulation
by: Tang, Valdemar, et al.
Published: (2024)
by: Tang, Valdemar, et al.
Published: (2024)
Strategy Templates for Almost-Sure and Positive Winning of Stochastic Parity Games towards Permissive and Resilient Control
by: Phalakarn, Kittiphon, et al.
Published: (2024)
by: Phalakarn, Kittiphon, et al.
Published: (2024)
Control Closure Certificates
by: Murali, Vishnu, et al.
Published: (2025)
by: Murali, Vishnu, et al.
Published: (2025)
Efficient Discovery of Actual Causality using Abstraction-Refinement
by: Rafieioskouei, Arshia, et al.
Published: (2024)
by: Rafieioskouei, Arshia, et al.
Published: (2024)
Composition and Merging of Assume-Guarantee Contracts Are Tensor Products
by: Incer, Inigo
Published: (2024)
by: Incer, Inigo
Published: (2024)
A formal specification of the desired software behaviour of the Princess Marijke lock complex
by: Groote, Jan Friso, et al.
Published: (2025)
by: Groote, Jan Friso, et al.
Published: (2025)
HyperCertificates: Verification of Discrete-time Dynamical Systems against HyperLTL Specifications
by: Murali, Vishnu, et al.
Published: (2026)
by: Murali, Vishnu, et al.
Published: (2026)
Similar Items
-
Probabilistic Alternating Simulations for Policy Synthesis in Uncertain Stochastic Dynamical Systems
by: Badings, Thom, et al.
Published: (2025) -
Continuous-time Data-driven Barrier Certificate Synthesis
by: Rickard, Luke, et al.
Published: (2025) -
Data-Driven Certificate Synthesis
by: Rickard, Luke, et al.
Published: (2025) -
Learning Algorithms for Verification of Markov Decision Processes
by: Brázdil, Tomáš, et al.
Published: (2024) -
Best-Effort Policies for Robust Markov Decision Processes
by: Abate, Alessandro, et al.
Published: (2025)