Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities

Carl Orge Retzlaff, Srijita Das, Christabel Wayllace, Payam Mousavi, Mohammad Afshari, Tianpei Yang, Anna Saranti, Alessa Angerschmid, Matthew E. Taylor, Andreas Holzinger. Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities. J. Artif. Intell. Res. (JAIR), 79:359-415, 2024. [doi]

@article{RetzlaffDWMAYSATH24,
  title = {Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities},
  author = {Carl Orge Retzlaff and Srijita Das and Christabel Wayllace and Payam Mousavi and Mohammad Afshari and Tianpei Yang and Anna Saranti and Alessa Angerschmid and Matthew E. Taylor and Andreas Holzinger},
  year = {2024},
  doi = {10.1613/jair.1.15348},
  url = {https://doi.org/10.1613/jair.1.15348},
  researchr = {https://researchr.org/publication/RetzlaffDWMAYSATH24},
  cites = {0},
  citedby = {0},
  journal = {J. Artif. Intell. Res. (JAIR)},
  volume = {79},
  pages = {359-415},
}