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Books and Theses
- 2019
[b1]Samuel Ritter:
Meta-Reinforcement Learning with Episodic Recall: An Integrative Theory of Reward-Driven Learning. Princeton University, USA, 2019
Conference and Workshop Papers
- 2021
- [c6]Samuel Ritter, Ryan Faulkner, Laurent Sartran, Adam Santoro, Matthew M. Botvinick, David Raposo:
Rapid Task-Solving in Novel Environments. ICLR 2021 - 2018
- [c5]Samuel Ritter, Jane X. Wang, Zeb Kurth-Nelson, Matthew M. Botvinick:
Episodic Control through Meta-Reinforcement Learning. CogSci 2018 - [c4]Samuel Ritter, Jane X. Wang, Zeb Kurth-Nelson, Siddhant M. Jayakumar, Charles Blundell, Razvan Pascanu, Matthew M. Botvinick:
Been There, Done That: Meta-Learning with Episodic Recall. ICML 2018: 4351-4360 - 2017
- [c3]Samuel Ritter, David G. T. Barrett, Adam Santoro, Matt M. Botvinick:
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study. ICML 2017: 2940-2949 - 2015
- [c2]Samuel Ritter, Cotie Long, Denis Paperno, Marco Baroni
, Matthew M. Botvinick, Adele E. Goldberg:
Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics. *SEM@NAACL-HLT 2015: 199-204 - 2014
- [c1]Phillip Wolff, Samuel Ritter, Kevin J. Holmes:
Causation, Force, and the Sense of Touch. CogSci 2014
Informal and Other Publications
- 2024
- [i5]David Raposo, Samuel Ritter, Blake A. Richards, Timothy P. Lillicrap, Peter Conway Humphreys, Adam Santoro:
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models. CoRR abs/2404.02258 (2024) - 2021
- [i4]David Raposo, Samuel Ritter, Adam Santoro, Greg Wayne, Theophane Weber, Matt M. Botvinick, Hado van Hasselt, H. Francis Song:
Synthetic Returns for Long-Term Credit Assignment. CoRR abs/2102.12425 (2021) - 2020
- [i3]Samuel Ritter, Ryan Faulkner, Laurent Sartran, Adam Santoro, Matt M. Botvinick, David Raposo:
Rapid Task-Solving in Novel Environments. CoRR abs/2006.03662 (2020) - 2018
- [i2]Samuel Ritter, Jane X. Wang, Zeb Kurth-Nelson, Siddhant M. Jayakumar, Charles Blundell, Razvan Pascanu, Matthew M. Botvinick:
Been There, Done That: Meta-Learning with Episodic Recall. CoRR abs/1805.09692 (2018) - 2017
- [i1]Samuel Ritter, David G. T. Barrett, Adam Santoro, Matthew M. Botvinick:
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study. CoRR abs/1706.08606 (2017)
Coauthor Index
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