Sam Toyer
Sam Toyer
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Variational discriminator bottleneck: Improving imitation learning, inverse RL, and GANs by constraining information flow
XB Peng, A Kanazawa, S Toyer, P Abbeel, S Levine
ICLR 2019, 2018
1152018
Action Schema Networks: Generalised Policies with Deep Learning
S Toyer, F Trevizan, S Thiebaux, L Xie
AAAI Conference on Artificial Intelligence (AAAI), 2018
592018
Human pose forecasting via deep Markov models
S Toyer, A Cherian, T Han, S Gould
International Conference on Digital Image Computing: Techniques and …, 2017
262017
Publishing and Using Earth Observation Data with the RDF Data Cube and the Discrete Global Grid System
D Brizhinev, S Toyer, K Taylor
https://www.w3.org/TR/eo-qb/, 2017
122017
The MAGICAL Benchmark for Robust Imitation
S Toyer, R Shah, A Critch, S Russell
NeurIPS 2020, 2020
62020
ASNets: Deep Learning for Generalised Planning
S Toyer, S Thiébaux, F Trevizan, L Xie
Journal of Artificial Intelligence Research 68, 1-68, 2020
62020
Guiding search with generalized policies for probabilistic planning
W Shen, F Trevizan, S Toyer, S Thiébaux, L Xie
Twelfth Annual Symposium on Combinatorial Search, 2019
62019
The imitation library for imitation learning and inverse reinforcement learning
S Wang, S Toyer, A Gleave, S Emmons
42020
Generalised policies for probabilistic planning with deep learning
S Toyer
Research and development, honours thesis, Research School of Computer …, 2017
42017
DERAIL: Diagnostic Environments for Reward And Imitation Learning
P Freire, A Gleave, S Toyer, S Russell
arXiv preprint arXiv:2012.01365, 2020
22020
An Empirical Investigation of Representation Learning for Imitation
X Chen, S Toyer, C Wild, S Emmons, I Fischer, KH Lee, N Alex, SH Wang, ...
NeurIPS 2021, Datasets and Benchmarks Track, 2021
2021
Single Image Completion From Retrieved Image Collections
S Gould, S Toyer, D Reiner
US Patent App. 17/110,290, 2021
2021
Single image completion from retrieved image collections
S Gould, S Toyer, D Reiner
US Patent 10,885,628, 2021
2021
Computer vision training using paired image data
S Gould, S Toyer, D Reiner
US Patent App. 16/360,954, 2019
2019
QBCov: A Linked Data interface for Discrete Global Grid Systems, a new approach to delivering coverage data on the web
Z Zhang, S Toyer, D Brizhinev, M Ledger, K Taylor, MBJ Purss
AGU Fall Meeting Abstracts 2016, IN51C-1861, 2016
2016
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Articles 1–15