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
Samuel Kaski — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Samuel Kaski
24
papers ·
102
citations ·
58
h-index
University of Manchester · ElFys (Finland) · Aalto University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Sample-efficient reinforcement learning using deep Gaussian processes
2020 · 4 citations
Best-Response Bayesian Reinforcement Learning with Bayes-adaptive POMDPs for Centaurs
2022 · 2 citations
Rank-1 Approximation of Inverse Fisher for Natural Policy Gradients in Deep Reinforcement Learning
2026
A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning
2025
Shapley Machine: A Game-Theoretic Framework for N-Agent Ad Hoc Teamwork
2025
Inverse Reinforcement Learning from Summary Data
2017
Zero-Shot Assistance in Sequential Decision Problems
2022
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments
2023
Top co-authors
Frans A. Oliehoek
· 2
Jianhong Wang
· 2
Mustafa Mert \c{C}elikok
· 2
Anjie Liu
· 1
Antti Kangasr\"a\"asi\"o
· 1
Charles W. L. Gadd
· 1
Harri Lähdesmäki
· 1
Herke van Hoof
· 1
Jonathan Lawry
· 1
Jun Wang
· 1
Markus Heinonen
· 1
Mengyue Yang
· 1
Topics
Multi-Agent
Game AI
Model-Based RL
cs.LG
cs.AI
RLHF & Alignment
stat.ML
cs.MA
Offline RL
Exploration