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Péter Karkus — most-cited papers & profile · Reinforcement Learning
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Péter Karkus
7
papers ·
37
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations
2020 · 23 citations
Physically Embedded Planning Problems: New Challenges for Reinforcement Learning
2020 · 6 citations
Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban
2020 · 2 citations
Foundation Models for Semantic Novelty in Reinforcement Learning
2022 · 1 citations
Alpamayo-R1: Bridging Reasoning and Action Prediction for Generalizable Autonomous Driving in the Long Tail
2025
Top co-authors
Andrew Jaegle
· 2
Arthur Guez
· 2
Lars Buesing
· 2
Marco Pavone
· 2
Nicolas Heess
· 2
Timothy Lillicrap
· 2
Alistair Muldal
· 1
Boris Ivanovic
· 1
Boyi Li
· 1
Danfei Xu
· 1
David Hsu
· 1
Dongran Liu
· 1
Topics
Model-Based RL
Game AI
Exploration
Safe RL
RLHF & Alignment
Meta-RL