Employment
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Max Planck Institute for Software Systems Postdoctoral Researcher2025 - Present
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Publications (10)
- Reward Generation for Model-Free Reinforcement Learning from Formal Specifications Save
- Learning Metastable dynamics Save
- Kernel-Based Safe Exploration in Deep Reinforcement Learning Save
- Kernel-Based Safe Exploration in Deep Reinforcement Learning Save
- Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences Save
- Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences Save
- STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning Save
- STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning Save
- Specification Guided Automated Synthesis of Feedback Controllers Save
- Specification-Guided Automated Debugging of CPS Models Save