Sam Toyer

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Sylvie ThiebauxThe Australian National UniversityVerified email at anu.edu.au
Felipe TrevizanAustralian National UniversityVerified email at anu.edu.au
Lexing XieAustralian National UniversityVerified email at anu.edu.au
Stephen GouldProfessor at Australian National University | Scholar at AmazonVerified email at anu.edu.au
Sergey LevineUC Berkeley, GoogleVerified email at eecs.berkeley.edu
Pieter AbbeelUC Berkeley | Covariant.AIVerified email at cs.berkeley.edu
Angjoo KanazawaUC Berkeley, Google ResearchVerified email at berkeley.edu
Xue Bin PengUniversity of California, BerkeleyVerified email at berkeley.edu
Tengda HanVisual Geometry Group, University of OxfordVerified email at robots.ox.ac.uk
Anoop CherianMitsubishi Electric Research Labs (MERL), Australian National UniversityVerified email at merl.com
Kerry TaylorProfessor of Computer Science, Australian National UniversityVerified email at acm.org
William ShenAustralian National UniversityVerified email at anu.edu.au
Adam GleaveUC BerkeleyVerified email at eecs.berkeley.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyVerified email at cs.berkeley.edu
Rohin ShahGraduate Student, Center for Human-Compatible AIVerified email at berkeley.edu
Andrew CritchUC Berkeley, Department of Electrical Engineering and Computer SciencesVerified email at eecs.berkeley.edu
Zhiduo ZhangResearch Assistant, Australian National UniversityVerified email at anu.edu.au

Sam Toyer

UC Berkeley

Verified email at berkeley.edu - Homepage

Artificial intelligence


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Variational discriminator bottleneck: Improving imitation learning, inverse rl, and gans by constraining information flow XB Peng, A Kanazawa, S Toyer, P Abbeel, S Levine arXiv preprint arXiv:1810.00821, 2018	107	2018
Action Schema Networks: Generalised Policies with Deep Learning S Toyer, F Trevizan, S Thiebaux, L Xie AAAI Conference on Artificial Intelligence (AAAI), 2018	55	2018
Human pose forecasting via deep Markov models S Toyer, A Cherian, T Han, S Gould International Conference on Digital Image Computing: Techniques and …, 2017	24	2017
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	10	2017
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	6	2019
ASNets: Deep Learning for Generalised Planning S Toyer, S Thiébaux, F Trevizan, L Xie Journal of Artificial Intelligence Research 68, 1-68, 2020	5	2020
Generalised policies for probabilistic planning with deep learning S Toyer Research and development, honours thesis, Research School of Computer …, 2017	4	2017
The imitation library for imitation learning and inverse reinforcement learning S Wang, S Toyer, A Gleave, S Emmons	3	2020
DERAIL: Diagnostic Environments for Reward And Imitation Learning P Freire, A Gleave, S Toyer, S Russell arXiv preprint arXiv:2012.01365, 2020	2	2020
The MAGICAL Benchmark for Robust Imitation S Toyer, R Shah, A Critch, S Russell arXiv preprint arXiv:2011.00401, 2020	2	2020
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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