An Advisor-Based Architecture for a Sample-Efficient Training of Autonomous Navigation Agents with Reinforcement Learning

Rukshan Darshana Wijesinghe, Dumindu Tissera, Mihira Kasun Vithanage, Alex Xavier, Subha Fernando, Jayathu Samarawickrama

Open source

DOI
10.3390/robotics12050133
Published
2023-09-28
Container
Robotics
Publisher
MDPI AG
Open access
unknown

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BibTeX

@article{allodium:10.3390/robotics12050133,
  title = {An Advisor-Based Architecture for a Sample-Efficient Training of Autonomous Navigation Agents with Reinforcement Learning},
  author = {Rukshan Darshana Wijesinghe and Dumindu Tissera and Mihira Kasun Vithanage and Alex Xavier and Subha Fernando and Jayathu Samarawickrama},
  year = {2023},
  journal = {Robotics},
  doi = {10.3390/robotics12050133},
  url = {https://doi.org/10.3390/robotics12050133}
}

RIS

TY  - JOUR
TI  - An Advisor-Based Architecture for a Sample-Efficient Training of Autonomous Navigation Agents with Reinforcement Learning
AU  - Rukshan Darshana Wijesinghe
AU  - Dumindu Tissera
AU  - Mihira Kasun Vithanage
AU  - Alex Xavier
AU  - Subha Fernando
AU  - Jayathu Samarawickrama
PY  - 2023
JO  - Robotics
DO  - 10.3390/robotics12050133
UR  - https://doi.org/10.3390/robotics12050133
ER  - 

APA

Wijesinghe, R. D., Tissera, D., Vithanage, M. K., Xavier, A., Fernando, S., & Samarawickrama, J. (2023). An Advisor-Based Architecture for a Sample-Efficient Training of Autonomous Navigation Agents with Reinforcement Learning. Robotics. https://doi.org/10.3390/robotics12050133

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