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 Richard Lewis

Pairwise Weights for Temporal Credit Assignment


Feb 09, 2021
Zeyu Zheng, Risto Vuorio, Richard Lewis, Satinder Singh

* The first two authors contributed equally 

  Access Paper or Ask Questions

Learning State Representations from Random Deep Action-conditional Predictions


Feb 09, 2021
Zeyu Zheng, Vivek Veeriah, Risto Vuorio, Richard Lewis, Satinder Singh


  Access Paper or Ask Questions

How Should an Agent Practice?


Dec 15, 2019
Janarthanan Rajendran, Richard Lewis, Vivek Veeriah, Honglak Lee, Satinder Singh

* AAAI-2020 

  Access Paper or Ask Questions

Discovery of Useful Questions as Auxiliary Tasks


Sep 10, 2019
Vivek Veeriah, Matteo Hessel, Zhongwen Xu, Richard Lewis, Janarthanan Rajendran, Junhyuk Oh, Hado van Hasselt, David Silver, Satinder Singh


  Access Paper or Ask Questions

In silico generation of novel, drug-like chemical matter using the LSTM neural network


Jan 08, 2018
Peter Ertl, Richard Lewis, Eric Martin, Valery Polyakov

* in this version fixed some reference numbers 

  Access Paper or Ask Questions

Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games


Apr 24, 2016
Xiaoxiao Guo, Satinder Singh, Richard Lewis, Honglak Lee

* In 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016 

  Access Paper or Ask Questions

Action-Conditional Video Prediction using Deep Networks in Atari Games


Dec 22, 2015
Junhyuk Oh, Xiaoxiao Guo, Honglak Lee, Richard Lewis, Satinder Singh

* Published at NIPS 2015 (Advances in Neural Information Processing Systems 28) 

  Access Paper or Ask Questions