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Michael Janner
Michael Janner
OpenAI
Verified email at openai.com - Homepage
Title
Cited by
Cited by
Year
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
9372019
Offline Reinforcement Learning as One Big Sequence Modeling Problem
M Janner, Q Li, S Levine
Advances in Neural Information Processing Systems 35, 2021
6592021
Planning with diffusion for flexible behavior synthesis
M Janner, Y Du, JB Tenenbaum, S Levine
International Conference on Machine Learning 39, 2022
3782022
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
2092020
Reasoning about physical interactions with object-oriented prediction and planning
M Janner, S Levine, WT Freeman, JB Tenenbaum, C Finn, J Wu
International Conference on Learning Representations 7, 2018
166*2018
Self-supervised intrinsic image decomposition
M Janner, J Wu, TD Kulkarni, I Yildirim, J Tenenbaum
Advances in Neural Information Processing Systems 31, 2017
1282017
Training diffusion models with reinforcement learning
K Black, M Janner, Y Du, I Kostrikov, S Levine
arXiv:2305.13301, 2023
1042023
Representation learning for grounded spatial reasoning
M Janner, K Narasimhan, R Barzilay
Transactions of the Association for Computational Linguistics 6, 2018
792018
IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies
P Hansen-Estruch, I Kostrikov, M Janner, JG Kuba, S Levine
arXiv:2304.10573, 2023
692023
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, 2013
622013
Generative Temporal Difference Learning for Infinite-Horizon Prediction
M Janner, I Mordatch, S Levine
Advances in Neural Information Processing Systems 34, 2020
43*2020
Magnetochromatic Thin‐Film Microplates
L He, M Janner, Q Lu, M Wang, H Ma, Y Yin
Advanced Materials 27, 2015
342015
Efficient planning in a compact latent action space
Z Jiang, T Zhang, M Janner, Y Li, T Rocktäschel, E Grefenstette, Y Tian
International Conference on Learning Representations 11, 2022
292022
Lyapunov density models: Constraining distribution shift in learning-based control
K Kang, P Gradu, JJ Choi, M Janner, C Tomlin, S Levine
International Conference on Machine Learning 39, 2022
182022
Causal and compositional generative models in online perception.
I Yildirim, M Janner, M Belledonne, C Wallraven, W Freiwald, ...
Annual Meeting of the Cognitive Science Society 39, 2017
112017
H-GAP: Humanoid Control with a Generalist Planner
Z Jiang, Y Xu, N Wagener, Y Luo, M Janner, E Grefenstette, ...
arXiv:2312.02682, 2023
12023
Deep Generative Models for Decision-Making and Control
M Janner
PhD thesis; arXiv:2306.08810, 2023
12023
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Articles 1–17