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Heinz Koeppl — most-cited papers & profile · Computer Vision
← authors
·
overview
Heinz Koeppl
14
papers ·
71
citations ·
28
h-index
Technische Universität Darmstadt · ARC Centre of Excellence in Synthetic Biology
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Most-cited papers
Inverse Reinforcement Learning in Swarm Systems
2016 · 33 citations
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning
2021 · 12 citations
Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling
2018 · 8 citations
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning
2022 · 8 citations
POMDPs in Continuous Time and Discrete Spaces
2020 · 4 citations
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons
2022 · 2 citations
A Survey of Confidence Estimation and Calibration in Large Language Models
2023 · 2 citations
Reinforcement Learning with Non-Exponential Discounting
2022 · 1 citations
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior
2023 · 1 citations
Entropic Matching for Expectation Propagation of Markov Jump Processes
2023
A Variational Perturbative Approach to Planning in Graph-based Markov Decision Processes
2019
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control
2022
Sparse Mean Field Load Balancing in Large Localized Queueing Systems
2023
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach
2024
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