For more information, visit the Whiteson Research Lab.
Deterministic and Discriminative Imitation (D2−Imitation): Revisiting Adversarial Imitation for Sample Efficiency
Mingfei Sun‚ Sam Devlin‚ Katja Hofmann and Shimon Whiteson
In AAAI 2022: Proceedings of the Thirty−Sixth AAAI Conference on Artificial Intelligence. February, 2022.
Truncated Emphatic Temporal Difference Methods for Prediction and Control
Shangtong Zhang and Shimon Whiteson
In Journal of Machine Learning Research. Vol. 23. No. 153. Pages 1–59. 2022.
Bayesian Bellman Operators
Matthew Fellows‚ Kristian Hartikainen and Shimon Whiteson
In NeurIPS 2021: Proceedings of the Thirty−fifth Annual Conference on Neural Information Processing Systems. December, 2021.