Ablation Study of How Run Time Assurance Impacts the Training and Performance of Reinforcement Learning Agents (bibtex)

by Nathaniel Hamilton, Kyle Dunlap, Taylor T. Johnson and Kerianne L. Hobbs

Reference:

Nathaniel Hamilton, Kyle Dunlap, Taylor T. Johnson and Kerianne L. Hobbs, "Ablation Study of How Run Time Assurance Impacts the Training and Performance of Reinforcement Learning Agents", In IEEE 9th International Conference on Space Mission Challenges for Information Technology (SMC-IT'23), IEEE, 2023.

Bibtex Entry:

@inproceedings{hamilton2023smcit,
  title = {Ablation Study of How Run Time Assurance Impacts the Training and Performance of Reinforcement Learning Agents},
  author = {Nathaniel Hamilton and Kyle Dunlap and Taylor T. Johnson and Kerianne L. Hobbs},
  year = {2023},
  month = jul,
  booktitle = {IEEE 9th International Conference on Space Mission Challenges for Information Technology (SMC-IT'23)},
  publisher = {IEEE},
  doi = {10.1109/smc-it56444.2023.00014},
  publabel = {C39},
  pubtype = {C},
  arxiv = {2207.04117},
  dblp = {journals/corr/abs-2207-04117},
  s2id = {250425880},
  pdf = "research/hamilton2023smcit.pdf",
}