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• Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning
  2018 · 3 citations
• Communication Load Balancing via Efficient Inverse Reinforcement Learning
  2023 · 2 citations
• Sample Efficient Social Navigation Using Inverse Reinforcement Learning
  2021 · 1 citations
• Imitation Learning from Observation through Optimal Transport
  2023 · 1 citations
• The Surprising Difficulty of Search in Model-Based Reinforcement Learning
  2026
• IL-flOw: Imitation Learning from Observation using Normalizing Flows
  2022
• Hypernetworks for Zero-shot Transfer in Reinforcement Learning
  2022
• Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-based RAN Optimization
  2023
• Learning Heuristics for Transit Network Design and Improvement with Deep Reinforcement Learning
  2024