Michael Janner
Michael Janner
Verified email at berkeley.edu - Homepage
Cited by
Cited by
When to trust your model: Model-based policy optimization
M Janner, J Fu, M Zhang, S Levine
Advances in Neural Information Processing Systems 33, 2019
Reasoning about physical interactions with object-oriented prediction and planning
M Janner, S Levine, WT Freeman, JB Tenenbaum, C Finn, J Wu
arXiv preprint arXiv:1812.10972, 2018
Entity abstraction in visual model-based reinforcement learning
R Veerapaneni, JD Co-Reyes, M Chang, M Janner, C Finn, J Wu, ...
Conference on Robot Learning 3, 2020
Self-supervised intrinsic image decomposition
M Janner, J Wu, TD Kulkarni, I Yildirim, J Tenenbaum
Advances in Neural Information Processing Systems 31, 2017
Photonic Labyrinths: Two-Dimensional Dynamic Magnetic Assembly and in Situ Solidification
Q Zhang, M Janner, L He, M Wang, Y Hu, Y Lu, Y Yin
Nano letters 13 (4), 1770-1775, 2013
Representation learning for grounded spatial reasoning
M Janner, K Narasimhan, R Barzilay
Transactions of the Association for Computational Linguistics 6, 49-61, 2018
Offline Reinforcement Learning as One Big Sequence Modeling Problem
M Janner, Q Li, S Levine
Advances in Neural Information Processing Systems 35, 2021
Magnetochromatic Thin‐Film Microplates
L He, M Janner, Q Lu, M Wang, H Ma, Y Yin
Advanced Materials 27 (1), 86-92, 2015
Causal and compositional generative models in online perception.
I Yildirim, M Janner, M Belledonne, C Wallraven, W Freiwald, ...
CogSci, 2017
-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction
M Janner, I Mordatch, S Levine
Advances in Neural Information Processing Systems 34, 2020
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