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20212026
most citedThe Hessigheim 3D (H3D) Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and Textured Meshes from UAV LiDAR and Multi-View-Stereo

119 citations · 152 across the 29 of their papers we have counts for

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cs.MA2025

PIMAEX: Multi-Agent Exploration through Peer Incentivization

Michael Kölle, Johannes Tochtermann, Julian Schönberger +3

While exploration in single-agent reinforcement learning has been studied extensively in recent years, considerably less work has focused on its counterpart in multi-agent reinforc…

cs.MA2023

Learning to Participate through Trading of Reward Shares

Michael Kölle, Tim Matheis, Philipp Altmann +1

Enabling autonomous agents to act cooperatively is an important step to integrate artificial intelligence in our daily lives. While some methods seek to stimulate cooperation by le…