Adaptive Estimation and Optimal Control in Offline Contextual MDPs without Stationarity

Documenti analoghi

• CLT and Edgeworth Expansion for m-out-of-n Bootstrap Estimators of The Studentized Median
  di: Banerjee, Imon, et al.
  Pubblicazione: (2025)
• Offline Estimation of Controlled Markov Chains: Minimaxity and Sample Complexity
  di: Banerjee, Imon, et al.
  Pubblicazione: (2022)
• Near-Optimal Regret for Policy Optimization in Contextual MDPs with General Offline Function Approximation
  di: Levy, Orin, et al.
  Pubblicazione: (2026)
• Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff
  di: Qian, Jian, et al.
  Pubblicazione: (2024)
• Time-Constrained Recommendations: Reinforcement Learning Strategies for E-Commerce
  di: Chakrabarty, Sayak, et al.
  Pubblicazione: (2025)