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All publications by Satinder Singh
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Abstraction Selection in Model-based Reinforcement Learning
Nan Jiang, Alex Kulesza and Satinder Singh
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


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