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Sam Toyer
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2020 – today
- 2024
- [c7]Sam Toyer, Olivia Watkins, Ethan Adrian Mendes, Justin Svegliato, Luke Bailey, Tiffany Wang, Isaac Ong, Karim Elmaaroufi, Pieter Abbeel, Trevor Darrell, Alan Ritter, Stuart Russell:
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game. ICLR 2024 - [i12]Alexandra Souly, Qingyuan Lu, Dillon Bowen, Tu Trinh, Elvis Hsieh, Sana Pandey, Pieter Abbeel, Justin Svegliato, Scott Emmons, Olivia Watkins, Sam Toyer:
A StrongREJECT for Empty Jailbreaks. CoRR abs/2402.10260 (2024) - [i11]Xin Chen, Sam Toyer, Florian Shkurti:
Exploring and Addressing Reward Confusion in Offline Preference Learning. CoRR abs/2407.16025 (2024) - 2023
- [i10]Sam Toyer, Olivia Watkins, Ethan Adrian Mendes, Justin Svegliato, Luke Bailey, Tiffany Wang, Isaac Ong, Karim Elmaaroufi, Pieter Abbeel, Trevor Darrell, Alan Ritter, Stuart Russell:
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game. CoRR abs/2311.01011 (2023) - 2022
- [i9]Adam Gleave, Sam Toyer:
A Primer on Maximum Causal Entropy Inverse Reinforcement Learning. CoRR abs/2203.11409 (2022) - [i8]Xin Chen, Sam Toyer, Cody Wild, Scott Emmons, Ian Fischer, Kuang-Huei Lee, Neel Alex, Steven H. Wang, Ping Luo, Stuart Russell, Pieter Abbeel, Rohin Shah:
An Empirical Investigation of Representation Learning for Imitation. CoRR abs/2205.07886 (2022) - [i7]Adam Gleave
, Mohammad Taufeeque, Juan Rocamonde, Erik Jenner, Steven H. Wang, Sam Toyer, Maximilian Ernestus, Nora Belrose, Scott Emmons, Stuart Russell:
imitation: Clean Imitation Learning Implementations. CoRR abs/2211.11972 (2022) - 2021
- [c6]Cynthia Chen, Xin Chen, Sam Toyer, Cody Wild, Scott Emmons, Ian Fischer, Kuang-Huei Lee, Neel Alex, Steven H. Wang, Ping Luo, Stuart Russell, Pieter Abbeel, Rohin Shah:
An Empirical Investigation of Representation Learning for Imitation. NeurIPS Datasets and Benchmarks 2021 - 2020
- [j1]Sam Toyer, Sylvie Thiébaux, Felipe W. Trevizan, Lexing Xie
:
ASNets: Deep Learning for Generalised Planning. J. Artif. Intell. Res. 68: 1-68 (2020) - [c5]Sam Toyer, Rohin Shah, Andrew Critch, Stuart Russell:
The MAGICAL Benchmark for Robust Imitation. NeurIPS 2020 - [i6]Sam Toyer, Rohin Shah, Andrew Critch, Stuart Russell:
The MAGICAL Benchmark for Robust Imitation. CoRR abs/2011.00401 (2020) - [i5]Pedro Freire, Adam Gleave, Sam Toyer, Stuart Russell:
DERAIL: Diagnostic Environments for Reward And Imitation Learning. CoRR abs/2012.01365 (2020)
2010 – 2019
- 2019
- [c4]Xue Bin Peng, Angjoo Kanazawa, Sam Toyer, Pieter Abbeel, Sergey Levine:
Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow. ICLR (Poster) 2019 - [c3]William Shen, Felipe W. Trevizan, Sam Toyer, Sylvie Thiébaux, Lexing Xie:
Guiding Search with Generalized Policies for Probabilistic Planning. SOCS 2019: 97-105 - [i4]Sam Toyer, Felipe W. Trevizan, Sylvie Thiébaux, Lexing Xie:
ASNets: Deep Learning for Generalised Planning. CoRR abs/1908.01362 (2019) - 2018
- [c2]Sam Toyer, Felipe W. Trevizan, Sylvie Thiébaux, Lexing Xie:
Action Schema Networks: Generalised Policies With Deep Learning. AAAI 2018: 6294-6301 - [i3]Xue Bin Peng, Angjoo Kanazawa, Sam Toyer, Pieter Abbeel, Sergey Levine:
Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow. CoRR abs/1810.00821 (2018) - 2017
- [c1]Sam Toyer
, Anoop Cherian, Tengda Han, Stephen Gould:
Human Pose Forecasting via Deep Markov Models. DICTA 2017: 1-8 - [i2]Sam Toyer, Anoop Cherian, Tengda Han, Stephen Gould:
Human Pose Forecasting via Deep Markov Models. CoRR abs/1707.09240 (2017) - [i1]Sam Toyer, Felipe W. Trevizan, Sylvie Thiébaux, Lexing Xie:
Action Schema Networks: Generalised Policies with Deep Learning. CoRR abs/1709.04271 (2017)
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