Shimon Whiteson
Shimon Whiteson
Interests
For more information, visit the Whiteson Research Lab.
Selected Publications
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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.
Details about Deterministic and Discriminative Imitation (D2−Imitation): Revisiting Adversarial Imitation for Sample Efficiency | BibTeX data for Deterministic and Discriminative Imitation (D2−Imitation): Revisiting Adversarial Imitation for Sample Efficiency | Link to Deterministic and Discriminative Imitation (D2−Imitation): Revisiting Adversarial Imitation for Sample Efficiency
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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.
Details about Truncated Emphatic Temporal Difference Methods for Prediction and Control | BibTeX data for Truncated Emphatic Temporal Difference Methods for Prediction and Control | Link to Truncated Emphatic Temporal Difference Methods for Prediction and Control
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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.
Details about Bayesian Bellman Operators | BibTeX data for Bayesian Bellman Operators | Link to Bayesian Bellman Operators