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Niklas Freymuth — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Niklas Freymuth
12
papers ·
25
citations ·
4
h-index
Karlsruhe Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
PAWS: Preference Learning with Advantage-Weighted Segments
2026
Towards Near-Real-Time Telemetry-Aware Routing with Neural Routing Algorithms
2026
TROLL: Trust Regions improve Reinforcement Learning for Large Language Models
2025
Versatile Inverse Reinforcement Learning via Cumulative Rewards
2021
KalMamba: Towards Efficient Probabilistic State Space Models for RL under Uncertainty
2024
Learning Sub-Second Routing Optimization in Computer Networks requires Packet-Level Dynamics
2024
Top co-authors
Gerhard Neumann
· 4
Philipp Becker
· 3
Andreas Boltres
· 2
Serge Thilges
· 2
Aleksandar Taranovic
· 1
Benjamin Schichtholz
· 1
Fabian Otto
· 1
Ge Li
· 1
Gerhard Neumann
· 1
Gerhard Neumann
· 1
Holger Karl
· 1
Huy Le
· 1
Topics
Model-Based RL
RLHF & Alignment
Policy Gradient
cs.NI
eess.SP
eess.SY
Meta-RL
Offline RL
Value-Based