Search Machine Learning Repository:
All publications by Nathaniel D. Daw
authors venues years



Environmental statistics and the trade-off between model-based and TD learning in humans
Dylan A. Simon and Nathaniel D. Daw
Advances in Neural Information Processing Systems 24, 2011


The rat as particle filter
Aaron C. Courville and Nathaniel D. Daw
Advances in Neural Information Processing Systems 20, 2007


Similarity and Discrimination in Classical Conditioning: A Latent Variable Account
Aaron C. Courville, Nathaniel D. Daw and David S. Touretzky
Advances in Neural Information Processing Systems 17, 2004


Model Uncertainty in Classical Conditioning
Aaron C. Courville, Geoffrey J. Gordon, David S. Touretzky and Nathaniel D. Daw
Advances in Neural Information Processing Systems 16, 2003


Timing and Partial Observability in the Dopamine System
Nathaniel D. Daw, Aaron C. Courville and David S. Touretzky
Advances in Neural Information Processing Systems 15, 2002