Articles with public access mandates - Amy ZhangLearn more
Available somewhere: 8
Invariant causal prediction for block mdps
A Zhang, C Lyle, S Sodhani, A Filos, M Kwiatkowska, J Pineau, Y Gal, ...
ICML 2020; arXiv preprint arXiv:2003.06016, 2020
Mandates: European Commission
Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability
D Ghosh, J Rahme, A Kumar, A Zhang, RP Adams, S Levine
NeurIPS 2021, 2021
Mandates: US National Science Foundation, US Department of Defense
LIV: Language-Image Representations and Rewards for Robotic Control
YJ Ma, V Kumar, A Zhang, O Bastani, D Jayaraman
ICML 2023, 2023
Mandates: US Department of Defense
Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning
P Hansen-Estruch, A Zhang, A Nair, P Yin, S Levine
ICML 2022; arXiv:2204.13060, 2022
Mandates: US Department of Defense
Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning
T Wang, A Torralba, P Isola, A Zhang
ICML 2023; arXiv preprint arXiv:2304.01203, 2023
Mandates: US Department of Defense
Robust Policy Learning over Multiple Uncertainty Sets
A Xie, S Sodhani, C Finn, J Pineau, A Zhang
ICML 2022; arXiv:2202.07013, 2022
Mandates: US National Science Foundation
Autocat: Reinforcement learning for automated exploration of cache-timing attacks
M Luo, W Xiong, G Lee, Y Li, X Yang, A Zhang, Y Tian, HHS Lee, GE Suh
2023 IEEE International Symposium on High-Performance Computer Architecture …, 2023
Mandates: US National Science Foundation
Provably efficient representation selection in low-rank Markov decision processes: from online to offline RL
W Zhang, J He, D Zhou, Q Gu, A Zhang
Uncertainty in Artificial Intelligence, 2488-2497, 2023
Mandates: US National Science Foundation
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