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Jan Leike
Jan Leike
OpenAI
Verified email at openai.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 30, 4299-4307, 2017
6202017
AI Safety Gridworlds
J Leike, M Martic, V Krakovna, PA Ortega, T Everitt, A Lefrancq, L Orseau, ...
arXiv preprint arXiv:1711.09883, 2017
2302017
Evaluating large language models trained on code
M Chen, J Tworek, H Jun, Q Yuan, HPO Pinto, J Kaplan, H Edwards, ...
arXiv preprint arXiv:2107.03374, 2021
1452021
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
1442018
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
116*2018
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
1122018
Ranking Templates for Linear Loops
J Leike, M Heizmann
Logical Methods in Computer Science, 2015
78*2015
Linear ranking for linear lasso programs
M Heizmann, J Hoenicke, J Leike, A Podelski
Automated Technology for Verification and Analysis, 365-380, 2013
542013
Learning human objectives by evaluating hypothetical behavior
S Reddy, A Dragan, S Levine, S Legg, J Leike
International Conference on Machine Learning, 8020-8029, 2020
402020
Geometric nontermination arguments
J Leike, M Heizmann
International Conference on Tools and Algorithms for the Construction and …, 2018
36*2018
Thompson sampling is asymptotically optimal in general environments
J Leike, T Lattimore, L Orseau, M Hutter
Conference on Uncertainty in Artificial Intelligence, 2016
332016
Bad universal priors and notions of optimality
J Leike, M Hutter
Conference on Learning Theory, 1244-1259, 2015
332015
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
312015
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
292016
Universal Reinforcement Learning Algorithms: Survey and Experiments
J Aslanides, J Leike, M Hutter
arXiv preprint arXiv:1705.10557, 2017
232017
Recursively summarizing books with human feedback
J Wu, L Ouyang, DM Ziegler, N Stiennon, R Lowe, J Leike, P Christiano
arXiv preprint arXiv:2109.10862, 2021
212021
Nonparametric general reinforcement learning
J Leike
PhD thesis, Australian National University, 2016
202016
Active reinforcement learning: Observing rewards at a cost
D Krueger, J Leike, O Evans, J Salvatier
Future of Interactive Learning Machines, NIPS Workshop, 2016
17*2016
Quantifying Differences in Reward Functions
A Gleave, M Dennis, S Legg, S Russell, J Leike
arXiv preprint arXiv:2006.13900, 2020
162020
Hidden Incentives for Auto-Induced Distributional Shift
D Krueger, T Maharaj, J Leike
arXiv preprint arXiv:2009.09153, 2020
15*2020
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