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Usman Anwar
Usman Anwar
Verified email at cam.ac.uk - Homepage
Title
Cited by
Cited by
Year
Open problems and fundamental limitations of reinforcement learning from human feedback
S Casper, X Davies, C Shi, TK Gilbert, J Scheurer, J Rando, R Freedman, ...
arXiv preprint arXiv:2307.15217, 2023
2042023
Inverse Constrained Reinforcement Learning
S Malik, U Anwar, A Aghasi, A Ahmed
International Conference on Machine Learning, 7390-7399, 2021
48*2021
Reward model ensembles help mitigate overoptimization
T Coste, U Anwar, R Kirk, D Krueger
arXiv preprint arXiv:2310.02743, 2023
272023
Bayesian methods for constraint inference in reinforcement learning
D Papadimitriou, U Anwar, DS Brown
Transactions on Machine Learning Research, 2022
15*2022
Foundational challenges in assuring alignment and safety of large language models
U Anwar, A Saparov, J Rando, D Paleka, M Turpin, P Hase, ES Lubana, ...
arXiv preprint arXiv:2404.09932, 2024
112024
Learning to solve differential equations across initial conditions
S Malik, U Anwar, A Ahmed, A Aghasi
arXiv preprint arXiv:2003.12159, 2020
92020
Domain Generalization for Robust Model-Based Offline Reinforcement Learning
A Clark, SA Siddiqui, R Kirk, U Anwar, S Chung, D Krueger
arXiv preprint arXiv:2211.14827, 2022
12022
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Articles 1–7