Convex Relaxation Based Locational Marginal Prices. - Anna Winnicki; Mariola Ndrio; Subhonmesh Bose (CoRR, 2019)

On Privatizing Equilibrium Computation in Aggregate Games over Networks. - Shripad Gade; Anna Winnicki; Subhonmesh Bose (CoRR, 2019)

On Convex Relaxation-Based Distribution Locational Marginal Prices. - Anna Winnicki; Mariola Ndrio; Subhonmesh Bose (ISGT, 2020)

Optimistic Policy Iteration for MDPs with Acyclic Transient State Structure. - Joseph Lubars; Anna Winnicki; Michael Livesay; R. Srikant 001 (CoRR, 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 001 (CoRR, 2021)

Reinforcement Learning with Unbiased Policy Evaluation and Linear Function Approximation. - Anna Winnicki; R. Srikant 001 (CDC, 2022)

On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation. - Anna Winnicki; R. Srikant 001 (AISTATS, 2023)

Performance Bounds for Policy-Based Reinforcement Learning Methods in Zero-Sum Markov Games with Linear Function Approximation. - Anna Winnicki; R. Srikant 001 (CDC, 2023)

A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games. - Anna Winnicki; R. Srikant 001 (CoRR, 2023)

Convergence of Monte Carlo Exploring Starts with TD-Learning. - Anna Winnicki; R. Srikant 001 (CDC, 2024)

Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization. - Yihan Du; Anna Winnicki; Gal Dalal; Shie Mannor; R. Srikant 001 (ICML, 2024)

Pricing Economic Dispatch With AC Power Flow via Local Multipliers and Conic Relaxation. - Mariola Ndrio; Anna Winnicki; Subhonmesh Bose (IEEE Trans. Control. Netw. Syst., 2024)

The Role of Lookahead and Approximate Policy Evaluation in Reinforcement Learning with Linear Value Function Approximation. - Anna Winnicki; Joseph Lubars; Michael Livesay; R. Srikant 001 (Oper. Res., 2025)

Reinforcement Learning with Segment Feedback. - Yihan Du; Anna Winnicki; Gal Dalal; Shie Mannor; R. Srikant 001 (CoRR, 2025)