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• Comparing Model-free and Model-based Algorithms for Offline Reinforcement Learning
  2022 · 24 citations
• Interpretable Dynamics Models for Data-Efficient Reinforcement Learning
  2019 · 5 citations
• Behavior Constraining in Weight Space for Offline Reinforcement Learning
  2021 · 4 citations
• Measuring Data Quality for Dataset Selection in Offline Reinforcement Learning
  2021 · 4 citations
• User-Interactive Offline Reinforcement Learning
  2022 · 3 citations
• The Few-shot Dilemma: Over-prompting Large Language Models
  2025
• Is Q-learning an Ill-posed Problem?
  2025
• Particle Swarm Optimization for Generating Interpretable Fuzzy Reinforcement Learning Policies
  2016
• Data Association with Gaussian Processes
  2018
• Overcoming Model Bias for Robust Offline Deep Reinforcement Learning
  2020
• Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods
  2022
• Automatic Trade-off Adaptation in Offline RL
  2023