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Mirco Theile — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Mirco Theile
9
papers ·
19
citations ·
10
h-index
Technical University of Munich
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Semantic Scholar ↗
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Most-cited papers
Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning
2022 · 11 citations
Learning to Recharge: UAV Coverage Path Planning through Deep Reinforcement Learning
2023 · 6 citations
UAV Path Planning using Global and Local Map Information with Deep Reinforcement Learning
2020 · 1 citations
Equivariant Ensembles and Regularization for Reinforcement Learning in Map-based Path Planning
2024 · 1 citations
Efficient Real-World Autonomous Racing via Attenuated Residual Policy Optimization
2026
Learning to Generate All Feasible Actions
2023
Edge Generation Scheduling for DAG Tasks Using Deep Reinforcement Learning
2023
Action Mapping for Reinforcement Learning in Continuous Environments with Constraints
2024
Top co-authors
Marco Caccamo
· 5
and Marco Caccamo
· 3
Raphael Trumpp
· 3
Alberto L. Sangiovanni-Vincentelli
· 2
Daniele Bernardini
· 2
Harald Bayerlein
· 2
Hongpeng Cao
· 2
Alberto Sangiovanni‐Vincentelli
· 1
and Alberto L. Sangiovanni-Vincentelli
· 1
Andrea Bastoni
· 1
Binqi Sun
· 1
Cristina Piazza
· 1
Topics
Model-Based RL
Policy Gradient
Value-Based
Safe RL
Exploration
Game AI