Anna Winnicki

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Temporal Difference

Function Approximation

Reinforcement Learning

Policy Iteration

Top Venues

Publications

Yihan Du, Anna Winnicki, Gal Dalal, Shie Mannor, R. Srikant
Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization. CoRR (2024)
Anna Winnicki, R. Srikant
A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games. CoRR (2023)
Anna Winnicki, R. Srikant
On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation. CoRR (2023)
Anna Winnicki, R. Srikant
On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation. AISTATS (2023)
Anna Winnicki, R. Srikant
Performance Bounds for Policy-Based Reinforcement Learning Methods in Zero-Sum Markov Games with Linear Function Approximation. CDC (2023)
Anna Winnicki, R. Srikant
Reinforcement Learning with Unbiased Policy Evaluation and Linear Function Approximation. CoRR (2022)
Anna Winnicki, R. Srikant
Reinforcement Learning with Unbiased Policy Evaluation and Linear Function Approximation. CDC (2022)
Joseph Lubars, Anna Winnicki, Michael Livesay, R. Srikant
Optimistic Policy Iteration for MDPs with Acyclic Transient State Structure. CoRR (2021)
Anna Winnicki, Joseph Lubars, Michael Livesay, R. Srikant
The Role of Lookahead and Approximate Policy Evaluation in Policy Iteration with Linear Value Function Approximation. CoRR (2021)
Anna Winnicki, Mariola Ndrio, Subhonmesh Bose
On Convex Relaxation-Based Distribution Locational Marginal Prices. ISGT (2020)
Anna Winnicki, Mariola Ndrio, Subhonmesh Bose
Convex Relaxation Based Locational Marginal Prices. CoRR (2019)
Shripad Gade, Anna Winnicki, Subhonmesh Bose
On Privatizing Equilibrium Computation in Aggregate Games over Networks. CoRR (2019)