Wesley Chung

According to our database, Wesley Chung authored at least 6 papers between 2018 and 2022.

Collaborative distances:

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

2022

The Role of Baselines in Policy Gradient Optimization.

Jincheng Mei, Wesley Chung, Valentin Thomas, Bo Dai, Csaba Szepesvári, Dale Schuurmans

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Beyond Variance Reduction: Understanding the True Impact of Baselines on Policy Optimization.

Wesley Chung, Valentin Thomas, Marlos C. Machado, Nicolas Le Roux

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

Incrementally Learning Functions of the Return.

Brendan Bennett, Wesley Chung, Muhammad Zaheer, Vincent Liu

CoRR, 2019

Importance Resampling for Off-policy Prediction.

Matthew Schlegel, Wesley Chung, Daniel Graves, Jian Qian, Martha White

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Two-Timescale Networks for Nonlinear Value Function Approximation.

Wesley Chung, Somjit Nath, Ajin Joseph, Martha White

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

High-confidence error estimates for learned value functions.

Touqir Sajed, Wesley Chung, Martha White

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018