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Amos Storkey — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Amos Storkey
13
papers ·
673
citations ·
47
h-index
University of Edinburgh
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Large-Scale Study of Curiosity-Driven Learning
2018 · 367 citations
Exploration by Random Network Distillation
2018 · 259 citations
Diffusion for World Modeling: Visual Details Matter in Atari
2024 · 15 citations
Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning
2022 · 2 citations
Planning to Go Out-of-Distribution in Offline-to-Online Reinforcement Learning
2023 · 1 citations
Remembering the Markov Property in Cooperative MARL
2025
Object-Centric World Models from Few-Shot Annotations for Sample-Efficient Reinforcement Learning
2025
Efficient Offline Reinforcement Learning: First Imitate, then Improve
2024
Top co-authors
Adam Jelley
· 3
Trevor McInroe
· 3
Stefano V. Albrecht
· 2
Yuri Burda
· 2
Adam Jelley
· 1
Alexei A. Efros
· 1
Anssi Kanervisto
· 1
David Abel
· 1
Deepak Pathak
· 1
Eloi Alonso
· 1
Filippos Christianos
· 1
Fran\c{c}ois Fleuret
· 1
Topics
Game AI
Model-Based RL
Multi-Agent
Exploration
Offline RL
Meta-RL
Value-Based
Policy Gradient