According to our database1, Shane Legg authored at least 20 papers between 2004 and 2018.
Legend:Book In proceedings Article PhD thesis Other
Reward learning from human preferences and demonstrations in Atari.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
Proceedings of the 35th International Conference on Machine Learning, 2018
Noisy Networks For Exploration.
Proceedings of the 6th International Conference on Learning Representations, 2018
Deep Reinforcement Learning from Human Preferences.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Reinforcement Learning with a Corrupted Reward Channel.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Soft-Bayes: Prod for Mixtures of Experts with Log-Loss.
Proceedings of the International Conference on Algorithmic Learning Theory, 2017
Human-level control through deep reinforcement learning.
Letter to the Editor: Research Priorities for Robust and Beneficial Artificial Intelligence: An Open Letter.
AI Magazine, 2015
From academia to industry: The story of Google DeepMind.
Proceedings of the 2014 Imperial College Computing Student Workshop, 2014
An Approximation of the Universal Intelligence Measure.
Proceedings of the Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence, 2011
Universal Intelligence: A Definition of Machine Intelligence.
Minds and Machines, 2007
Temporal Difference Updating without a Learning Rate.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Fitness uniform optimization.
IEEE Trans. Evolutionary Computation, 2006
Is There an Elegant Universal Theory of Prediction?
Proceedings of the Algorithmic Learning Theory, 17th International Conference, 2006
Tests of Machine Intelligence.
Proceedings of the 50 Years of Artificial Intelligence, 2006
A Collection of Definitions of Intelligence.
Proceedings of the Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms, 2006
A Universal Measure of Intelligence for Artificial Agents.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Fitness uniform deletion: a simple way to preserve diversity.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Tournament versus fitness uniform selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004