William H. Guss

11 papers A* 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors. CoRR 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
2021	J	`jnl`	The MineRL BASALT Competition on Learning from Human Feedback. CoRR 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
2020	J	`jnl`	Guaranteeing Reproducibility in Deep Learning Competitions. CoRR Brandon Houghton, Stephanie Milani, Nicholay Topin, William H. Guss, Katja Hofmann, Diego Perez Liebana, Manuela Veloso, Ruslan Salakhutdinov
2020	J	`jnl`	Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning. CoRR Stephanie Milani, Nicholay Topin, Brandon Houghton, William H. Guss, Sharada P. Mohanty, Keisuke Nakata, Oriol Vinyals, Noboru Sean Kuno
2019	A*	`conf`	MineRL: A Large-Scale Dataset of Minecraft Demonstrations. IJCAI William H. Guss, Brandon Houghton, Nicholay Topin, Phillip Wang, Cayden R. Codel, Manuela Veloso, Ruslan Salakhutdinov
2019	J	`jnl`	MineRL: A Large-Scale Dataset of Minecraft Demonstrations. CoRR William H. Guss, Brandon Houghton, Nicholay Topin, Phillip Wang, Cayden R. Codel, Manuela Veloso, Ruslan Salakhutdinov
2019	J	`jnl`	On Universal Approximation by Neural Networks with Uniform Guarantees on Approximation of Infinite Dimensional Maps. CoRR William H. Guss, Ruslan Salakhutdinov
2019	—	`conf`	Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning. NeurIPS (Competition and Demos) Stephanie Milani, Nicholay Topin, Brandon Houghton, William H. Guss, Sharada P. Mohanty, Keisuke Nakata, Oriol Vinyals, Noboru Sean Kuno
2019	J	`jnl`	The MineRL Competition on Sample Efficient Reinforcement Learning using Human Priors. CoRR William H. Guss, Cayden R. Codel, Katja Hofmann, Brandon Houghton, Noburu Kuno, Stephanie Milani, Sharada P. Mohanty, Diego Perez Liebana, Ruslan Salakhutdinov, Nicholay Topin, Manuela Veloso, Phillip Wang
2018	J	`jnl`	On Characterizing the Capacity of Neural Networks using Algebraic Topology. CoRR William H. Guss, Ruslan Salakhutdinov
2016	J	`jnl`	Deep Function Machines: Generalized Neural Networks for Topological Layer Expression. CoRR William H. Guss