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ORCIDNicholas A. Roy
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2020 – today
- 2022
[c7]Andrew K. Lampinen, Nicholas A. Roy, Ishita Dasgupta, Stephanie C. Y. Chan, Allison C. Tam, James L. McClelland, Chen Yan, Adam Santoro, Neil C. Rabinowitz, Jane X. Wang, Felix Hill:
Tell me why! Explanations support learning relational and causal structure. ICML 2022: 11868-11890- [c6]Nicholas A. Roy, Junkyung Kim, Neil C. Rabinowitz:
Explainability Via Causal Self-Talk. NeurIPS 2022 - [c5]Allison C. Tam, Neil C. Rabinowitz, Andrew K. Lampinen, Nicholas A. Roy, Stephanie C. Y. Chan, DJ Strouse, Jane Wang, Andrea Banino, Felix Hill:
Semantic Exploration from Language Abstractions and Pretrained Representations. NeurIPS 2022 - [i3]Allison C. Tam, Neil C. Rabinowitz, Andrew K. Lampinen, Nicholas A. Roy, Stephanie C. Y. Chan, DJ Strouse, Jane X. Wang, Andrea Banino, Felix Hill:
Semantic Exploration from Language Abstractions and Pretrained Representations. CoRR abs/2204.05080 (2022) - [i2]Nicholas A. Roy, Junkyung Kim, Neil C. Rabinowitz:
Explainability Via Causal Self-Talk. CoRR abs/2211.09937 (2022) - 2021
- [i1]Andrew K. Lampinen, Nicholas A. Roy, Ishita Dasgupta, Stephanie C. Y. Chan, Allison C. Tam, James L. McClelland, Chen Yan, Adam Santoro, Neil C. Rabinowitz, Jane X. Wang, Felix Hill:
Tell me why! - Explanations support learning of relational and causal structure. CoRR abs/2112.03753 (2021) - 2020
- [c4]Zoe Ashwood, Nicholas A. Roy, Ji Hyun Bak, Jonathan W. Pillow:
Inferring learning rules from animal decision-making. NeurIPS 2020 - [c3]Genevieve Flaspohler, Nicholas A. Roy, John W. Fisher III:
Belief-Dependent Macro-Action Discovery in POMDPs using the Value of Information. NeurIPS 2020
2010 – 2019
- 2018
- [c2]Nicholas A. Roy, Ji Hyun Bak, Athena Akrami, Carlos D. Brody, Jonathan W. Pillow:
Efficient inference for time-varying behavior during learning. NeurIPS 2018: 5700-5710 - 2017
- [c1]Anqi Wu, Nicholas A. Roy, Stephen L. Keeley, Jonathan W. Pillow:
Gaussian process based nonlinear latent structure discovery in multivariate spike train data. NIPS 2017: 3496-3505
Coauthor Index
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