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Philip Sch\"orner — most-cited papers & profile · Reinforcement Learning
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Philip Sch\"orner
8
papers ·
21
citations
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Most-cited papers
Generalizing Decision Making for Automated Driving with an Invariant Environment Representation using Deep Reinforcement Learning
2021 · 18 citations
Automatic Curriculum Learning for Driving Scenarios: Towards Robust and Efficient Reinforcement Learning
2025 · 1 citations
Uncertainty-Aware and Temporally Regulated Expert Advice in Reinforcement Learning for Autonomous Driving
2026
Beyond Scalar Rewards: Distributional Reinforcement Learning with Preordered Objectives for Safe and Reliable Autonomous Driving
2026
Diverse and Adaptive Behavior Curriculum for Autonomous Driving: A Student-Teacher Framework with Multi-Agent RL
2025
Balancing Progress and Safety: A Novel Risk-Aware Objective for RL in Autonomous Driving
2025
Top co-authors
and J. Marius Z\"ollner
· 5
Ahmed Abouelazm
· 3
Ahmed Abouelazm
· 2
Jonas Michel
· 2
Tim Joseph
· 2
Alexander Albers
· 1
Daniel Bogdoll
· 1
Felix Klingebiel
· 1
Hauke Thomsen
· 1
Helen Gremmelmaier
· 1
J. Marius Z\"ollner
· 1
Johannes Ratz
· 1
Topics
Safe RL
Model-Based RL
Exploration
Multi-Agent
Offline RL
Meta-RL
Value-Based