Samuel Ritter

According to our database, Samuel Ritter authored at least 9 papers between 2014 and 2024.

Collaborative distances:

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

2024

Mixture-of-Depths: Dynamically allocating compute in transformer-based language models.

David Raposo, Samuel Ritter, Blake A. Richards, Timothy P. Lillicrap, Peter Conway Humphreys, Adam Santoro

CoRR, 2024

2021

Synthetic Returns for Long-Term Credit Assignment.

David Raposo, Samuel Ritter, Adam Santoro, Greg Wayne, Theophane Weber, Matt M. Botvinick, Hado van Hasselt, H. Francis Song

CoRR, 2021

Rapid Task-Solving in Novel Environments.

Samuel Ritter, Ryan Faulkner, Laurent Sartran, Adam Santoro, Matthew M. Botvinick, David Raposo

Proceedings of the 9th International Conference on Learning Representations, 2021

2019

Meta-Reinforcement Learning with Episodic Recall: An Integrative Theory of Reward-Driven Learning

Samuel Ritter

PhD thesis, 2019

2018

Been There, Done That: Meta-Learning with Episodic Recall.

Samuel Ritter, Jane X. Wang, Zeb Kurth-Nelson, Siddhant M. Jayakumar, Charles Blundell, Razvan Pascanu, Matthew M. Botvinick

Proceedings of the 35th International Conference on Machine Learning, 2018

Episodic Control through Meta-Reinforcement Learning.

Samuel Ritter, Jane X. Wang, Zeb Kurth-Nelson, Matthew M. Botvinick

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study.

Samuel Ritter, David G. T. Barrett, Adam Santoro, Matt M. Botvinick

Proceedings of the 34th International Conference on Machine Learning, 2017

2015

Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics.

Samuel Ritter, Cotie Long, Denis Paperno, Marco Baroni, Matthew M. Botvinick, Adele E. Goldberg

Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics, 2015

2014

Causation, Force, and the Sense of Touch.

Phillip Wolff, Samuel Ritter, Kevin J. Holmes

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014