Anna Winnicki

According to our database, Anna Winnicki authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization.

Yihan Du, Anna Winnicki, Gal Dalal, Shie Mannor, R. Srikant

CoRR, 2024

2023

A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games.

Anna Winnicki, R. Srikant

CoRR, 2023

Performance Bounds for Policy-Based Reinforcement Learning Methods in Zero-Sum Markov Games with Linear Function Approximation.

Anna Winnicki, R. Srikant

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation.

Anna Winnicki, R. Srikant

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Reinforcement Learning with Unbiased Policy Evaluation and Linear Function Approximation.

Anna Winnicki, R. Srikant

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

The Role of Lookahead and Approximate Policy Evaluation in Policy Iteration with Linear Value Function Approximation.

Anna Winnicki, Joseph Lubars, Michael Livesay, R. Srikant

CoRR, 2021

Optimistic Policy Iteration for MDPs with Acyclic Transient State Structure.

Joseph Lubars, Anna Winnicki, Michael Livesay, R. Srikant

CoRR, 2021

2020

On Convex Relaxation-Based Distribution Locational Marginal Prices.

Anna Winnicki, Mariola Ndrio, Subhonmesh Bose

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

2019

On Privatizing Equilibrium Computation in Aggregate Games over Networks.

Shripad Gade, Anna Winnicki, Subhonmesh Bose

CoRR, 2019

Convex Relaxation Based Locational Marginal Prices.

Anna Winnicki, Mariola Ndrio, Subhonmesh Bose

CoRR, 2019