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• Logarithmic regret for episodic continuous-time linear-quadratic reinforcement learning over a finite-time horizon
  2020 · 12 citations
• Regularity and stability of feedback relaxed controls
  2020 · 5 citations
• Exploration-exploitation trade-off for continuous-time episodic reinforcement learning with linear-convex models
  2021 · 4 citations
• Reinforcement learning for linear-convex models with jumps via stability analysis of feedback controls
  2021 · 3 citations
• Optimal scheduling of entropy regulariser for continuous-time linear-quadratic reinforcement learning
  2022 · 3 citations
• Insurance pricing on price comparison websites via reinforcement learning
  2023 · 2 citations
• A note on convergence of Wasserstein policy optimization
  2026
• DeepTool: Scaling Interleaved Deliberation in Tool-Integrated Reasoning via Process-Supervised Reinforcement Learning
  2026
• DORA: A Scalable Asynchronous Reinforcement Learning System for Language Model Training