Jan Leike
Jan Leike
Senior Research Scientist at DeepMind
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Deep reinforcement learning from human preferences
PF Christiano, J Leike, T Brown, M Martic, S Legg, D Amodei
Advances in Neural Information Processing Systems, 4299-4307, 2017
3462017
AI Safety Gridworlds
J Leike, M Martic, V Krakovna, PA Ortega, T Everitt, A Lefrancq, L Orseau, ...
arXiv preprint arXiv:1711.09883, 2017
1482017
Learning to Understand Goal Specifications by Modelling Reward
D Bahdanau, F Hill, J Leike, E Hughes, P Kohli, E Grefenstette
arXiv preprint arXiv:1806.01946, 2018
58*2018
Ranking Templates for Linear Loops
J Leike, M Heizmann
Logical Methods in Computer Science, 2015
542015
Reward learning from human preferences and demonstrations in Atari
B Ibarz, J Leike, T Pohlen, G Irving, S Legg, D Amodei
Advances in Neural Information Processing Systems, 8011-8023, 2018
512018
Linear ranking for linear lasso programs
M Heizmann, J Hoenicke, J Leike, A Podelski
Automated Technology for Verification and Analysis, 365-380, 2013
482013
Scalable agent alignment via reward modeling: a research direction
J Leike, D Krueger, T Everitt, M Martic, V Maini, S Legg
arXiv preprint arXiv:1811.07871, 2018
432018
Ultimate Automizer with array interpolation
M Heizmann, D Dietsch, J Leike, B Musa, A Podelski
International Conference on Tools and Algorithms for the Construction and …, 2015
282015
Ultimate automizer with two-track proofs
M Heizmann, D Dietsch, M Greitschus, J Leike, B Musa, C Schätzle, ...
International Conference on Tools and Algorithms for the Construction and …, 2016
272016
Thompson sampling is asymptotically optimal in general environments
J Leike, T Lattimore, L Orseau, M Hutter
Conference on Uncertainty in Artificial Intelligence, 2016
252016
Bad universal priors and notions of optimality
J Leike, M Hutter
Conference on Learning Theory, 1244-1259, 2015
252015
Geometric nontermination arguments
J Leike, M Heizmann
International Conference on Tools and Algorithms for the Construction and …, 2018
19*2018
Universal Reinforcement Learning Algorithms: Survey and Experiments
J Aslanides, J Leike, M Hutter
arXiv preprint arXiv:1705.10557, 2017
162017
Nonparametric general reinforcement learning
J Leike
PhD thesis, Australian National University, 2016
142016
On the computability of Solomonoff induction and knowledge-seeking
J Leike, M Hutter
International Conference on Algorithmic Learning Theory, 364-378, 2015
132015
A formal solution to the grain of truth problem
J Leike, J Taylor, B Fallenstein
Conference on Uncertainty in Artificial Intelligence, 2016
102016
Active reinforcement learning: Observing rewards at a cost
D Krueger, J Leike, O Evans, J Salvatier
Future of Interactive Learning Machines, NIPS Workshop, 2016
102016
Sequential extensions of causal and evidential decision theory
T Everitt, J Leike, M Hutter
International Conference on Algorithmic DecisionTheory, 205-221, 2015
102015
Synthesis for polynomial lasso programs
J Leike, A Tiwari
International Conference on Verification, Model Checking, and Abstract …, 2014
72014
On the computability of AIXI
J Leike, M Hutter
Conference on Uncertainty in Artificial Intelligence, 2015
62015
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Articles 1–20