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Volker Tresp — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Volker Tresp
32
papers ·
251
citations ·
58
h-index
Siemens (Germany) · Munich Center for Quantum Science and Technology · Ludwig-Maximilians-Universität München
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Most-cited papers
Maximum Entropy-Regularized Multi-Goal Reinforcement Learning
2019 · 47 citations
Curiosity-Driven Experience Prioritization via Density Estimation
2019 · 42 citations
Energy-Based Hindsight Experience Prioritization
2018 · 27 citations
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
2024 · 4 citations
Mutual Information State Intrinsic Control
2021 · 3 citations
Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning
2023 · 3 citations
Why long model-based rollouts are no reason for bad Q-value estimates
2024 · 1 citations
Top co-authors
Rui Zhao
· 3
Yunpu Ma
· 2
Daniel Hein
· 1
Jingpei Wu
· 1
Philipp Wissmann
· 1
Pieter Abbeel
· 1
Rui Zhao
· 1
Steffen Udluft
· 1
Wei Xu
· 1
Xudong Sun
· 1
Yang Gao
· 1
Yao Zhang
· 1
Topics
Exploration
Value-Based
Model-Based RL
Policy Gradient
Multi-Agent
Meta-RL
Safe RL
Offline RL