Search Machine Learning Repository:
All publications by Richard L. Lewis
authors venues years



Action-Conditional Video Prediction using Deep Networks in Atari Games
Junhyuk Oh, Xiaoxiao Guo, Honglak Lee, Richard L. Lewis and Satinder Singh
Advances in Neural Information Processing Systems 28, 2015


Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning
Xiaoxiao Guo, Satinder Singh, Honglak Lee, Richard L. Lewis and Xiaoshi Wang
Advances in Neural Information Processing Systems 27, 2014


Reward Mapping for Transfer in Long-Lived Agents
Xiaoxiao Guo, Satinder Singh and Richard L. Lewis
Advances in Neural Information Processing Systems 26, 2013


Internal Rewards Mitigate Agent Boundedness
Jonathan Sorg, Satinder P. Singh and Richard L. Lewis
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Reward Design via Online Gradient Ascent
Jonathan Sorg, Richard L. Lewis and Satinder P. Singh
Advances in Neural Information Processing Systems 23, 2010