Shane Legg

According to our database1, Shane Legg authored at least 20 papers between 2004 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
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

2017
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

2015
Human-level control through deep reinforcement learning.
Nature, 2015

Letter to the Editor: Research Priorities for Robust and Beneficial Artificial Intelligence: An Open Letter.
AI Magazine, 2015

2014
From academia to industry: The story of Google DeepMind.
Proceedings of the 2014 Imperial College Computing Student Workshop, 2014

2011
An Approximation of the Universal Intelligence Measure.
Proceedings of the Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence, 2011

2007
Algorithmic probability.
Scholarpedia, 2007

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

2006
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

2005
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

2004
Tournament versus fitness uniform selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004


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