Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox
Picture for Dharshan Kumaran

Dharshan Kumaran
Alert button

Transformers generalize differently from information stored in context vs in weights


Oct 11, 2022
Stephanie C. Y. Chan, Ishita Dasgupta, Junkyung Kim, Dharshan Kumaran, Andrew K. Lampinen, Felix Hill

Add code
Alert button

Figure 1 for Transformers generalize differently from information stored in context vs in weights
Figure 2 for Transformers generalize differently from information stored in context vs in weights
Figure 3 for Transformers generalize differently from information stored in context vs in weights
Figure 4 for Transformers generalize differently from information stored in context vs in weights

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Language models show human-like content effects on reasoning


Jul 14, 2022
Ishita Dasgupta, Andrew K. Lampinen, Stephanie C. Y. Chan, Antonia Creswell, Dharshan Kumaran, James L. McClelland, Felix Hill

Add code
Alert button

Figure 1 for Language models show human-like content effects on reasoning
Figure 2 for Language models show human-like content effects on reasoning
Figure 3 for Language models show human-like content effects on reasoning
Figure 4 for Language models show human-like content effects on reasoning

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

MEMO: A Deep Network for Flexible Combination of Episodic Memories


Jan 29, 2020
Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinicius Zambaldi, Demis Hassabis, Caswell Barry, Matthew Botvinick, Dharshan Kumaran, Charles Blundell

Add code
Alert button

Figure 1 for MEMO: A Deep Network for Flexible Combination of Episodic Memories
Figure 2 for MEMO: A Deep Network for Flexible Combination of Episodic Memories
Figure 3 for MEMO: A Deep Network for Flexible Combination of Episodic Memories
Figure 4 for MEMO: A Deep Network for Flexible Combination of Episodic Memories
* 9 pages, 2 figures, 3 tables, to be published as a conference paper at ICLR 2020 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm


Dec 05, 2017
David Silver, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Arthur Guez, Marc Lanctot, Laurent Sifre, Dharshan Kumaran, Thore Graepel, Timothy Lillicrap, Karen Simonyan, Demis Hassabis

Add code
Alert button

Figure 1 for Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
Figure 2 for Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
Figure 3 for Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
Figure 4 for Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Overcoming catastrophic forgetting in neural networks


Jan 25, 2017
James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A. Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, Raia Hadsell

Add code
Alert button

Figure 1 for Overcoming catastrophic forgetting in neural networks
Figure 2 for Overcoming catastrophic forgetting in neural networks
Figure 3 for Overcoming catastrophic forgetting in neural networks
Figure 4 for Overcoming catastrophic forgetting in neural networks

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning to reinforcement learn


Jan 23, 2017
Jane X Wang, Zeb Kurth-Nelson, Dhruva Tirumala, Hubert Soyer, Joel Z Leibo, Remi Munos, Charles Blundell, Dharshan Kumaran, Matt Botvinick

Add code
Alert button

Figure 1 for Learning to reinforcement learn
Figure 2 for Learning to reinforcement learn
Figure 3 for Learning to reinforcement learn
Figure 4 for Learning to reinforcement learn
* 17 pages, 7 figures, 1 table 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning to Navigate in Complex Environments


Jan 13, 2017
Piotr Mirowski, Razvan Pascanu, Fabio Viola, Hubert Soyer, Andrew J. Ballard, Andrea Banino, Misha Denil, Ross Goroshin, Laurent Sifre, Koray Kavukcuoglu, Dharshan Kumaran, Raia Hadsell

Add code
Alert button

Figure 1 for Learning to Navigate in Complex Environments
Figure 2 for Learning to Navigate in Complex Environments
Figure 3 for Learning to Navigate in Complex Environments
Figure 4 for Learning to Navigate in Complex Environments
* 11 pages, 5 appendix pages, 11 figures, 3 tables, under review as a conference paper at ICLR 2017 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email