Shimon Whiteson
Shimon Whiteson
Department of Computer Science,
Robert Hooke Building,
Room 203
Directions Postal Address
Interests
For more information, visit the Whiteson Research Lab.
Selected Publications
-
Provably Convergent Two−Timescale Off−Policy Actor−Critic with Function Approximation
Shangtong Zhang‚ Bo Liu‚ Hengshuai Yao and Shimon Whiteson
In ICML 2020: Proceedings of the Thirty−Seventh International Conference on Machine Learning. July, 2020.
Details about Provably Convergent Two−Timescale Off−Policy Actor−Critic with Function Approximation | BibTeX data for Provably Convergent Two−Timescale Off−Policy Actor−Critic with Function Approximation | Download (pdf) of Provably Convergent Two−Timescale Off−Policy Actor−Critic with Function Approximation
-
GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values
Shangtong Zhang‚ Bo Liu and Shimon Whiteson
In ICML 2020: Proceedings of the Thirty−Seventh International Conference on Machine Learning. July, 2020.
Details about GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values | BibTeX data for GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values | Download (pdf) of GradientDICE: Rethinking Generalized Offline Estimation of Stationary Values
-
Deep Coordination Graphs
Wendelin Boehmer‚ Vitaly Kurin and Shimon Whiteson
In ICML 2020: Proceedings of the Thirty−Seventh International Conference on Machine Learning. July, 2020.
Details about Deep Coordination Graphs | BibTeX data for Deep Coordination Graphs | Download (pdf) of Deep Coordination Graphs