Chung, Wesley

6 publications

NeurIPS 2024 Parseval Regularization for Continual Reinforcement Learning Wesley Chung, Lynn Cherif, David Meger, Doina Precup

NeurIPS 2022 The Role of Baselines in Policy Gradient Optimization Jincheng Mei, Wesley Chung, Valentin Thomas, Bo Dai, Csaba Szepesvari, Dale Schuurmans

ICML 2021 Beyond Variance Reduction: Understanding the True Impact of Baselines on Policy Optimization Wesley Chung, Valentin Thomas, Marlos C. Machado, Nicolas Le Roux

NeurIPS 2019 Importance Resampling for Off-Policy Prediction Matthew Schlegel, Wesley Chung, Daniel Graves, Jian Qian, Martha White

ICLR 2019 Two-Timescale Networks for Nonlinear Value Function Approximation Wesley Chung, Somjit Nath, Ajin Joseph, Martha White

UAI 2018 High-Confidence Error Estimates for Learned Value Functions Touqir Sajed, Wesley Chung, Martha White