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• Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments
  2022 · 8 citations
• Directly Forecasting Belief for Reinforcement Learning with Delays
  2025 · 4 citations
• State-Wise Safe Reinforcement Learning With Pixel Observations
  2023 · 1 citations
• Latent-Space Contrastive Reinforcement Learning for Stable and Efficient LLM Reasoning
  2026
• One for Many: Transfer Learning for Building HVAC Control
  2020
• Joint Differentiable Optimization and Verification for Certified Reinforcement Learning
  2022
• Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays
  2024
• Variational Delayed Policy Optimization
  2024
• Enhancing Inverse Reinforcement Learning through Encoding Dynamic Information in Reward Shaping
  2024
• Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation
  2024
• Inverse Delayed Reinforcement Learning
  2024