Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Jan Leike — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Jan Leike
18
papers ·
2394
citations
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
Universal Reinforcement Learning Algorithms: Survey and Experiments
2017 · 20 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
Marcus Hutter
· 3
David Krueger
· 2
Laurent Orseau
· 2
Adam Gleave
· 1
Arian Hosseini
· 1
Dzmitry Bahdanau
· 1
Edward Grefenstette
· 1
Geoffrey Irving
· 1
Maja Trebacz
· 1
Matthew Rahtz
· 1
Owain Evans
· 1
Topics
Value-Based
Model-Based RL
RLHF & Alignment
Exploration
Safe RL
Multi-Agent
Game AI
Meta-RL