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Jacob Hilton — most-cited papers & profile · Reinforcement Learning
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Jacob Hilton
6
papers ·
20312
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Leveraging Procedural Generation to Benchmark Reinforcement Learning
2019 · 171 citations
Phasic Policy Gradient
2020 · 49 citations
Scaling Laws for Reward Model Overoptimization
2022 · 37 citations
Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark
2021 · 7 citations
Scaling laws for single-agent reinforcement learning
2023 · 3 citations
Top co-authors
John Schulman
· 3
Karl Cobbe
· 3
Christopher Hesse
· 2
John Schulman
· 2
Adrien Gaidon
· 1
Andrey Kolobov
· 1
Blake Wulfe
· 1
Dipam Chakraborty
· 1
Gra\v{z}vydas \v{S}emetulskis
· 1
Jie Tang
· 1
Jo\~ao Schapke
· 1
Jonas Kubilius
· 1
Topics
Value-Based
Game AI
Exploration
Meta-RL
Policy Gradient
RLHF & Alignment
Safe RL