Winnicki, Anna

3 publications

ICML 2025 Reinforcement Learning with Segment Feedback Yihan Du, Anna Winnicki, Gal Dalal, Shie Mannor, R. Srikant

ICML 2024 Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization Yihan Du, Anna Winnicki, Gal Dalal, Shie Mannor, R. Srikant

AISTATS 2023 On the Convergence of Policy Iteration-Based Reinforcement Learning with Monte Carlo Policy Evaluation Anna Winnicki, R. Srikant