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Subgoal-Driven Navigation in Dynamic Environments Using Attention-Based Deep Reinforcement Learning
2 March 2023
Jorge de Heuvel
Weixian Shi
Xiangyu Zeng
Maren Bennewitz
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Papers citing
"Subgoal-Driven Navigation in Dynamic Environments Using Attention-Based Deep Reinforcement Learning"
4 / 4 papers shown
Title
Learning Depth Vision-Based Personalized Robot Navigation From Dynamic Demonstrations in Virtual Reality
Jorge de Heuvel
Nathan Corral
Benedikt Kreis
Jacobus Conradi
Anne Driemel
Maren Bennewitz
19
13
0
04 Oct 2022
Handling Sparse Rewards in Reinforcement Learning Using Model Predictive Control
Murad Dawood
Nils Dengler
Jorge de Heuvel
Maren Bennewitz
11
8
0
04 Oct 2022
Where to go next: Learning a Subgoal Recommendation Policy for Navigation Among Pedestrians
B. Brito
Michael Everett
Jonathan P. How
Javier Alonso-Mora
70
46
0
25 Feb 2021
Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning
Michael Everett
Yu Fan Chen
Jonathan P. How
128
505
0
04 May 2018
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