Owain Evans
Owain Evans
Research Fellow, University of Oxford
Verified email at philosophy.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
When will AI exceed human performance? Evidence from AI experts
K Grace, J Salvatier, A Dafoe, B Zhang, O Evans
Journal of Artificial Intelligence Research 62, 729-754, 2018
4362018
The malicious use of artificial intelligence: Forecasting, prevention, and mitigation
M Brundage, S Avin, J Clark, H Toner, P Eckersley, B Garfinkel, A Dafoe, ...
arXiv preprint arXiv:1802.07228, 2018
381*2018
Help or hinder: Bayesian models of social goal inference
TD Ullman, CL Baker, O Macindoe, O Evans, ND Goodman, ...
MASSACHUSETTS INST OF TECH CAMBRIDGE DEPT OF BRAIN AND COGNITIVE SCIENCES, 2009
1322009
Trial without error: Towards safe reinforcement learning via human intervention
W Saunders, G Sastry, A Stuhlmueller, O Evans
arXiv preprint arXiv:1707.05173, 2017
1072017
Learning the Preferences of Ignorant, Inconsistent Agents
O Evans, A Stuhlmüller, ND Goodman
Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-2016), 2016
792016
Agent-Agnostic Human-in-the-Loop Reinforcement Learning
D Abel, J Salvatier, A Stuhlmüller, O Evans
arXiv:1701.0407, 2017
342017
Learning the Preferences of Bounded Agents
O Evans, A Stuhlmüller, ND Goodman
Advances in Neural Information Processing Systems (Bounded Optimality Workshop), 2015
252015
Learning structured preferences
O Evans, L Bergen, JB Tenenbaum
Proceedings of the 32nd annual conference of the cognitive science society, 2010
18*2010
Estimating household transmission of SARS-CoV-2
M Curmei, A Ilyas, O Evans, J Steinhardt
medRxiv, 2020
132020
Modeling Agents with Probabilistic Programs
O Evans, A Stuhlmüller, J Salvatier, D Filan
agentmodels.org, 2017
10*2017
Active Reinforcement Learning: Observing Rewards at a Cost
D Krueger, J Leike, O Evans, J Salvatier
NIPS 2016 Workshop, 2016
10*2016
Modelling the Health and Economic Impacts of Population-Wide Testing, Contact Tracing and Isolation (PTTI) Strategies for COVID-19 in the UK
T Colbourn, W Waites, J Panovska-Griffiths, D Manheim, S Sturniolo, ...
SSRN, 2020
82020
Predicting Human Deliberative Judgments with Machine Learning
O Evans, A Stuhlmüller, C Cundy, R Carey, Z Kenton, T McGrath, ...
FHI Technical Report, 2018
72018
Generalizing from a few environments in safety-critical reinforcement learning
Z Kenton, A Filos, O Evans, Y Gal
arXiv preprint arXiv:1907.01475, 2019
62019
Active reinforcement learning with monte-carlo tree search
S Schulze, O Evans
arXiv preprint arXiv:1803.04926, 2018
52018
Model mis-specification and inverse reinforcement learning
J Steinhardt, O Evans
52017
Sensory Optimization: Neural Networks as a Model for Understanding and Creating Art
O Evans
arXiv preprint arXiv:1911.07068, 2019
12019
Modelling the health and economic impacts of different testing and tracing strategies for COVID-19 in the UK [version 1; peer review: awaiting peer review]
T Colbourn, W Waites, D Manheim, D Foster, S Sturniolo, M Sculpher, ...
F1000Research 9, 2020
2020
Machine Learning Projects for Iterated Distillation and Amplification
O Evans, W Saunders, A Stuhlmüller
FHI Technical Report, 2019
2019
Bayesian computational models for inferring preferences
OR Evans
Massachusetts Institute of Technology, 2015
2015
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Articles 1–20