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Nico Scherf — most-cited papers & profile · Reinforcement Learning
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Nico Scherf
7
papers ·
6
citations ·
0
h-index
German Research Centre for Artificial Intelligence · Max Planck Institute for Human Cognitive and Brain Sciences · Center for Scalable Data Analytics and Artificial Intelligence
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Most-cited papers
Active Inference as a Convex Markov Decision Process
2026
Stochastic Decision Horizons for Constrained Reinforcement Learning
2026
Central Path Proximal Policy Optimization
2025
Revealing the Learning Process in Reinforcement Learning Agents Through Attention-Oriented Metrics
2024
Embedding Safety into RL: A New Take on Trust Region Methods
2024
Top co-authors
Nikola Milosevic
· 4
Charlotte Beylier
· 1
Daniel F. B. Haeufle
· 1
Johannes Muller
· 1
Johannes M\"uller
· 1
Leonard Franz
· 1
Nicol\'as Hinrichs
· 1
Pavel Kolev
· 1
Simon M. Hofmann
· 1
Topics
cs.LG
Safe RL
Policy Gradient
cs.AI
stat.ML
Game AI
Model-Based RL
Exploration