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Christian Scheller — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Christian Scheller
8
papers ·
155
citations ·
23
h-index
Klinikum Magdeburg · Martin Luther University Halle-Wittenberg
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Most-cited papers
Action Space Shaping in Deep Reinforcement Learning
2020 · 121 citations
Flatland-RL : Multi-Agent Reinforcement Learning on Trains
2020 · 12 citations
Sample Efficient Reinforcement Learning through Learning from Demonstrations in Minecraft
2020 · 9 citations
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World
2021 · 6 citations
Distilling Reinforcement Learning Tricks for Video Games
2021 · 5 citations
Towards robust and domain agnostic reinforcement learning competitions
2021 · 1 citations
Top co-authors
Anssi Kanervisto
· 3
Sharada Mohanty
· 3
Yanick Schraner
· 3
Adrian Egli
· 2
Erik Nygren
· 2
Florian Laurent
· 2
Guillaume Sartoretti
· 2
Jeremy Watson
· 2
Manuel Schneider
· 2
Nilabha Bhattacharya
· 2
Ville Hautam\"aki
· 2
Aleksandar Nikov
· 1
Topics
Value-Based
Game AI
Exploration
Multi-Agent
Model-Based RL
Safe RL
Offline RL
Policy Gradient
Meta-RL