Optimistic Policy Optimization is Provably Efficient in Non-stationary MDPs

Documenti analoghi

• Provably Efficient Exploration in Policy Optimization
  di: Cai, Qi, et al.
  Pubblicazione: (2019)
• Confident Natural Policy Gradient for Local Planning in $q_π$-realizable Constrained MDPs
  di: Tian, Tian, et al.
  Pubblicazione: (2024)
• Optimistic Actor-Critic with Parametric Policies for Linear Markov Decision Processes
  di: Lin, Max Qiushi, et al.
  Pubblicazione: (2026)
• Reinforcement Learning from Partial Observation: Linear Function Approximation with Provable Sample Efficiency
  di: Cai, Qi, et al.
  Pubblicazione: (2022)
• Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning
  di: Qiu, Shuang, et al.
  Pubblicazione: (2022)