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• Search-Based Testing of Reinforcement Learning
  2022 · 25 citations
• Learning Environment Models with Continuous Stochastic Dynamics
  2023 · 4 citations
• Reinforcement Learning under Partial Observability Guided by Learned Environment Models
  2022 · 2 citations
• Finite-State Controllers for (Hidden-Model) POMDPs using Deep Reinforcement Learning
  2026 · 1 citations
• Rule-Guided Reinforcement Learning Policy Evaluation and Improvement
  2025
• Automata Learning meets Shielding
  2022
• Online Shielding for Reinforcement Learning
  2022
• Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning
  2024