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Jan Leike — most-cited papers & profile · Reinforcement Learning
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overview
Jan Leike
17
papers ·
22423
citations ·
19
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep reinforcement learning from human preferences
2017 · 508 citations
Scalable agent alignment via reward modeling: a research direction
2018 · 126 citations
AI Safety Gridworlds
2017 · 118 citations
Learning to Understand Goal Specifications by Modelling Reward
2018 · 69 citations
Reward learning from human preferences and demonstrations in Atari
2018 · 39 citations
Thompson Sampling is Asymptotically Optimal in General Environments
2016 · 18 citations
Active Reinforcement Learning: Observing Rewards at a Cost
2020 · 12 citations
Quantifying Differences in Reward Functions
2020 · 10 citations
Learning Human Objectives by Evaluating Hypothetical Behavior
2019 · 9 citations
LLM Critics Help Catch LLM Bugs
2024 · 8 citations
Nonparametric General Reinforcement Learning
2016 · 6 citations
Exploration Potential
2016 · 2 citations
Safe Deep RL in 3D Environments using Human Feedback
2022 · 2 citations
Generalised Discount Functions applied to a Monte-Carlo AImu Implementation
2017
Top co-authors
Shane Legg
· 7
Miljan Martic
· 3
Dario Amodei
· 2
David Krueger
· 2
Laurent Orseau
· 2
Marcus Hutter
· 2
Tom Everitt
· 2
Adam Gleave
· 1
Anca D. Dragan
· 1
Andrew Lefrancq
· 1
Arian Hosseini
· 1
Borja Ibarz
· 1
Topics
Value-Based
RLHF & Alignment
Model-Based RL
Exploration
Safe RL
Multi-Agent
Game AI
Meta-RL