HypRL: Reinforcement Learning of Control Policies for Hyperproperties
Fuente:
arXiv
Saved in:
| Main Authors: | Hsu, Tzu-Han, Rafieioskouei, Arshia, Bonakdarpour, Borzoo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Discovery of Actual Causality using Abstraction-Refinement
by: Rafieioskouei, Arshia, et al.
Published: (2024)
by: Rafieioskouei, Arshia, et al.
Published: (2024)
Syntax-Guided Automated Program Repair for Hyperproperties
by: Beutner, Raven, et al.
Published: (2024)
by: Beutner, Raven, et al.
Published: (2024)
Tractable Hyperproperties for MDPs
by: Gerlach, Lina, et al.
Published: (2026)
by: Gerlach, Lina, et al.
Published: (2026)
HyperQB: A Bounded Model Checker for Hyperproperties
by: Hsu, Tzu-Han, et al.
Published: (2021)
by: Hsu, Tzu-Han, et al.
Published: (2021)
Hyperproperty-Constrained Secure Reinforcement Learning
by: Bonnah, Ernest, et al.
Published: (2025)
by: Bonnah, Ernest, et al.
Published: (2025)
Decentralized Planning Using Probabilistic Hyperproperties
by: Pontiggia, Francesco, et al.
Published: (2025)
by: Pontiggia, Francesco, et al.
Published: (2025)
On Conformant Planning and Model-Checking of $\exists^*\forall^*$ Hyperproperties
by: Beutner, Raven, et al.
Published: (2025)
by: Beutner, Raven, et al.
Published: (2025)
Approximate Distributed Monitoring under Partial Synchrony: Balancing Speed and Accuracy
by: Bonakdarpour, Borzoo, et al.
Published: (2024)
by: Bonakdarpour, Borzoo, et al.
Published: (2024)
Efficient Discovery of Actual Causality in Stochastic Systems
by: Rafieioskouei, Arshia, et al.
Published: (2025)
by: Rafieioskouei, Arshia, et al.
Published: (2025)
Monitoring Second-Order Hyperproperties
by: Beutner, Raven, et al.
Published: (2024)
by: Beutner, Raven, et al.
Published: (2024)
Efficient Probabilistic Model Checking for Relational Reachability (Extended Version)
by: Gerlach, Lina, et al.
Published: (2025)
by: Gerlach, Lina, et al.
Published: (2025)
Strategy Logic, Imperfect Information, and Hyperproperties
by: Beutner, Raven, et al.
Published: (2025)
by: Beutner, Raven, et al.
Published: (2025)
On Alternating-Time Temporal Logic, Hyperproperties, and Strategy Sharing
by: Beutner, Raven, et al.
Published: (2023)
by: Beutner, Raven, et al.
Published: (2023)
Non-Deterministic Planning for Hyperproperty Verification
by: Beutner, Raven, et al.
Published: (2024)
by: Beutner, Raven, et al.
Published: (2024)
Formal Ethical Obligations in Reinforcement Learning Agents: Verification and Policy Updates
by: Shea-Blymyer, Colin, et al.
Published: (2024)
by: Shea-Blymyer, Colin, et al.
Published: (2024)
Policy-Adaptable Methods For Resolving Normative Conflicts Through Argumentation and Graph Colouring
by: Joyce, Johnny
Published: (2025)
by: Joyce, Johnny
Published: (2025)
A Reinforcement Learning based Reset Policy for CDCL SAT Solvers
by: Li, Chunxiao, et al.
Published: (2024)
by: Li, Chunxiao, et al.
Published: (2024)
Follow the STARs: Dynamic $ω$-Regular Shielding of Learned Policies
by: Anand, Ashwani, et al.
Published: (2025)
by: Anand, Ashwani, et al.
Published: (2025)
Answer-Set-Programming-based Abstractions for Reinforcement Learning
by: Bankosegger, Rafael, et al.
Published: (2026)
by: Bankosegger, Rafael, et al.
Published: (2026)
Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus via Model-Based RL
by: Lee, Jihwan, et al.
Published: (2024)
by: Lee, Jihwan, et al.
Published: (2024)
Explainability Requirements as Hyperproperties
by: Finkbeiner, Bernd, et al.
Published: (2025)
by: Finkbeiner, Bernd, et al.
Published: (2025)
Logics and Algorithms for Hyperproperties
by: Finkbeiner, Bernd
Published: (2025)
by: Finkbeiner, Bernd
Published: (2025)
Inferring Causal Graph Temporal Logic Formulas to Expedite Reinforcement Learning in Temporally Extended Tasks
by: Aria, Hadi Partovi, et al.
Published: (2026)
by: Aria, Hadi Partovi, et al.
Published: (2026)
Guiding Multi-agent Multi-task Reinforcement Learning by a Hierarchical Framework with Logical Reward Shaping
by: Liu, Chanjuan, et al.
Published: (2024)
by: Liu, Chanjuan, et al.
Published: (2024)
Reasoning about Quality in Hyperproperties
by: Graepler, Samuel, et al.
Published: (2025)
by: Graepler, Samuel, et al.
Published: (2025)
Temporal Hyperproperties for Population Protocols
by: Waldburger, Nicolas, et al.
Published: (2024)
by: Waldburger, Nicolas, et al.
Published: (2024)
Unifying Asynchronous Logics for Hyperproperties
by: Bombardelli, Alberto, et al.
Published: (2024)
by: Bombardelli, Alberto, et al.
Published: (2024)
Hyperproperty Verification as CHC Satisfiability
by: Itzhaky, Shachar, et al.
Published: (2023)
by: Itzhaky, Shachar, et al.
Published: (2023)
ODRL Policy Comparison Through Normalisation
by: Salas, Jaime Osvaldo, et al.
Published: (2026)
by: Salas, Jaime Osvaldo, et al.
Published: (2026)
Formally Verified Approximate Policy Iteration
by: Schäffeler, Maximilian, et al.
Published: (2024)
by: Schäffeler, Maximilian, et al.
Published: (2024)
Techniques for Measuring the Inferential Strength of Forgetting Policies
by: Doherty, Patrick, et al.
Published: (2024)
by: Doherty, Patrick, et al.
Published: (2024)
Efficient Neural Clause-Selection Reinforcement
by: Suda, Martin
Published: (2025)
by: Suda, Martin
Published: (2025)
Best-Effort Policies for Robust Markov Decision Processes
by: Abate, Alessandro, et al.
Published: (2025)
by: Abate, Alessandro, et al.
Published: (2025)
Model-Free Reinforcement Learning for Symbolic Automata-encoded Objectives
by: Balakrishnan, Anand, et al.
Published: (2022)
by: Balakrishnan, Anand, et al.
Published: (2022)
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
by: Basu, Kinjal, et al.
Published: (2024)
by: Basu, Kinjal, et al.
Published: (2024)
A Logic for Policy Based Resource Exchanges in Multiagent Systems
by: Ceragioli, Lorenzo, et al.
Published: (2024)
by: Ceragioli, Lorenzo, et al.
Published: (2024)
Constrained and Robust Policy Synthesis with Satisfiability-Modulo-Probabilistic-Model-Checking
by: Heck, Linus, et al.
Published: (2025)
by: Heck, Linus, et al.
Published: (2025)
Tolerance of Reinforcement Learning Controllers against Deviations in Cyber Physical Systems
by: Zhang, Changjian, et al.
Published: (2024)
by: Zhang, Changjian, et al.
Published: (2024)
Certified Policy Verification and Synthesis for MDPs under Distributional Reach-avoidance Properties
by: Akshay, S., et al.
Published: (2024)
by: Akshay, S., et al.
Published: (2024)
Robust Shielding for Safe Reinforcement Learning
by: Court, Edwin Hamel-De le, et al.
Published: (2026)
by: Court, Edwin Hamel-De le, et al.
Published: (2026)
Similar Items
-
Efficient Discovery of Actual Causality using Abstraction-Refinement
by: Rafieioskouei, Arshia, et al.
Published: (2024) -
Syntax-Guided Automated Program Repair for Hyperproperties
by: Beutner, Raven, et al.
Published: (2024) -
Tractable Hyperproperties for MDPs
by: Gerlach, Lina, et al.
Published: (2026) -
HyperQB: A Bounded Model Checker for Hyperproperties
by: Hsu, Tzu-Han, et al.
Published: (2021) -
Hyperproperty-Constrained Secure Reinforcement Learning
by: Bonnah, Ernest, et al.
Published: (2025)