Wesley Chung

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

High Confidence

Stability Of Feature Selection

Error Estimates

Top Venues

Publications

Jincheng Mei, Wesley Chung, Valentin Thomas, Bo Dai, Csaba Szepesvári, Dale Schuurmans
The Role of Baselines in Policy Gradient Optimization. CoRR (2023)
Jincheng Mei, Wesley Chung, Valentin Thomas, Bo Dai, Csaba Szepesvári, Dale Schuurmans
The Role of Baselines in Policy Gradient Optimization. NeurIPS (2022)
Wesley Chung, Valentin Thomas, Marlos C. Machado, Nicolas Le Roux
Beyond Variance Reduction: Understanding the True Impact of Baselines on Policy Optimization. ICML (2021)
Wesley Chung, Valentin Thomas, Marlos C. Machado, Nicolas Le Roux
Beyond variance reduction: Understanding the true impact of baselines on policy optimization. CoRR (2020)
Matthew Schlegel, Wesley Chung, Daniel Graves, Jian Qian, Martha White
Importance Resampling for Off-policy Prediction. NeurIPS (2019)
Brendan Bennett, Wesley Chung, Muhammad Zaheer, Vincent Liu
Incrementally Learning Functions of the Return. CoRR (2019)
Matthew Schlegel, Wesley Chung, Daniel Graves, Jian Qian, Martha White
Importance Resampling for Off-policy Prediction. CoRR (2019)
Wesley Chung, Somjit Nath, Ajin Joseph, Martha White
Two-Timescale Networks for Nonlinear Value Function Approximation. ICLR (Poster) (2019)
Touqir Sajed, Wesley Chung, Martha White
High-confidence error estimates for learned value functions. CoRR (2018)
Touqir Sajed, Wesley Chung, Martha White
High-confidence error estimates for learned value functions. UAI (2018)