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Tim Hertweck — most-cited papers & profile · Reinforcement Learning
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Tim Hertweck
12
papers ·
63
citations
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Most-cited papers
Compositional Transfer in Hierarchical Reinforcement Learning
2019 · 27 citations
Towards General and Autonomous Learning of Core Skills: A Case Study in Locomotion
2020 · 10 citations
The Challenges of Exploration for Offline Reinforcement Learning
2022 · 8 citations
Simple Sensor Intentions for Exploration
2020 · 3 citations
SkillS: Adaptive Skill Sequencing for Efficient Temporally-Extended Exploration
2022 · 1 citations
Replay across Experiments: A Natural Extension of Off-Policy RL
2023 · 1 citations
Simultaneously Learning Vision and Feature-based Control Policies for Real-world Ball-in-a-Cup
2019
Less is more -- the Dispatcher/ Executor principle for multi-task Reinforcement Learning
2023
Top co-authors
Martin Riedmiller
· 8
Markus Wulfmeier
· 6
Roland Hafner
· 6
Nicolas Heess
· 5
Michael Neunert
· 4
Thomas Lampe
· 4
Abbas Abdolmaleki
· 3
Michael Bloesch
· 3
Benjamin M. Moran
· 2
Dhruva Tirumala
· 2
Jost Tobias Springenberg
· 2
Noah Siegel
· 2
Topics
Meta-RL
Exploration
Value-Based
Offline RL
Multi-Agent
Model-Based RL
Policy Gradient