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Brandon Houghton — most-cited papers & profile · Reinforcement Learning
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overview
Brandon Houghton
7
papers ·
179
citations ·
7
h-index
Google Scholar ↗
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Most-cited papers
MineRL: A Large-Scale Dataset of Minecraft Demonstrations
2019 · 96 citations
The MineRL 2019 Competition on Sample Efficient Reinforcement Learning using Human Priors
2019 · 47 citations
The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors
2021 · 14 citations
Multi-task curriculum learning in a complex, visual, hard-exploration domain: Minecraft
2021 · 9 citations
Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning
2020 · 8 citations
The MineRL BASALT Competition on Learning from Human Feedback
2021 · 4 citations
Towards robust and domain agnostic reinforcement learning competitions
2021 · 1 citations
Top co-authors
Nicholay Topin
· 6
Stephanie Milani
· 5
Sharada Mohanty
· 4
William H. Guss
· 4
Ruslan Salakhutdinov
· 3
Anssi Kanervisto
· 2
Noboru Sean Kuno
· 2
William Hebgen Guss
· 2
Adrien Ecoffet
· 1
Anca Dragan
· 1
Andrew Melnik
· 1
Augustin Harter
· 1
Topics
Exploration
Game AI
Meta-RL
Offline RL
Value-Based
Policy Gradient
Safe RL
Multi-Agent
RLHF & Alignment