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William H. Guss
Publication Activity (10 Years)
Years Active: 2016-2021
Publications (10 Years): 11
Top Topics
Neural Network
Deep Learning
Reinforcement Learning
Infinite Dimensional
Top Venues
CoRR
NeurIPS (Competition and Demos)
IJCAI
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Publications
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William H. Guss
,
Mario Ynocente Castro
,
Sam Devlin
,
Brandon Houghton
,
Noboru Sean Kuno
,
Crissman Loomis
,
Stephanie Milani
,
Sharada P. Mohanty
,
Keisuke Nakata
,
Ruslan Salakhutdinov
,
John Schulman
,
Shinya Shiroshita
,
Nicholay Topin
,
Avinash Ummadisingu
,
Oriol Vinyals
The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors.
CoRR
(2021)
Rohin Shah
,
Cody Wild
,
Steven H. Wang
,
Neel Alex
,
Brandon Houghton
,
William H. Guss
,
Sharada P. Mohanty
,
Anssi Kanervisto
,
Stephanie Milani
,
Nicholay Topin
,
Pieter Abbeel
,
Stuart Russell
,
Anca D. Dragan
The MineRL BASALT Competition on Learning from Human Feedback.
CoRR
(2021)
Brandon Houghton
,
Stephanie Milani
,
Nicholay Topin
,
William H. Guss
,
Katja Hofmann
,
Diego Perez Liebana
,
Manuela Veloso
,
Ruslan Salakhutdinov
Guaranteeing Reproducibility in Deep Learning Competitions.
CoRR
(2020)
Stephanie Milani
,
Nicholay Topin
,
Brandon Houghton
,
William H. Guss
,
Sharada P. Mohanty
,
Keisuke Nakata
,
Oriol Vinyals
,
Noboru Sean Kuno
Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning.
CoRR
(2020)
William H. Guss
,
Ruslan Salakhutdinov
On Universal Approximation by Neural Networks with Uniform Guarantees on Approximation of Infinite Dimensional Maps.
CoRR
(2019)
William H. Guss
,
Brandon Houghton
,
Nicholay Topin
,
Phillip Wang
,
Cayden Codel
,
Manuela Veloso
,
Ruslan Salakhutdinov
MineRL: A Large-Scale Dataset of Minecraft Demonstrations.
CoRR
(2019)
William H. Guss
,
Brandon Houghton
,
Nicholay Topin
,
Phillip Wang
,
Cayden Codel
,
Manuela Veloso
,
Ruslan Salakhutdinov
MineRL: A Large-Scale Dataset of Minecraft Demonstrations.
IJCAI
(2019)
William H. Guss
,
Cayden Codel
,
Katja Hofmann
,
Brandon Houghton
,
Noburu Kuno
,
Stephanie Milani
,
Sharada P. Mohanty
,
Diego Perez Liebana
,
Ruslan Salakhutdinov
,
Nicholay Topin
,
Manuela Veloso
,
Phillip Wang
The MineRL Competition on Sample Efficient Reinforcement Learning using Human Priors.
CoRR
(2019)
Stephanie Milani
,
Nicholay Topin
,
Brandon Houghton
,
William H. Guss
,
Sharada P. Mohanty
,
Keisuke Nakata
,
Oriol Vinyals
,
Noboru Sean Kuno
Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning.
NeurIPS (Competition and Demos)
(2019)
William H. Guss
,
Ruslan Salakhutdinov
On Characterizing the Capacity of Neural Networks using Algebraic Topology.
CoRR
(2018)
William H. Guss
Deep Function Machines: Generalized Neural Networks for Topological Layer Expression.
CoRR
(2016)