TAG: Task-based Accumulated Gradients for Lifelong learning

Pranshu Malviya, Balaraman Ravindran, Sarath Chandar. TAG: Task-based Accumulated Gradients for Lifelong learning. In Sarath Chandar, Razvan Pascanu, Doina Precup, editors, Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August 2022, McGill University, Montréal, Québec, Canada. Volume 199 of Proceedings of Machine Learning Research, pages 366-389, PMLR, 2022. [doi]

@inproceedings{MalviyaRC22,
  title = {TAG: Task-based Accumulated Gradients for Lifelong learning},
  author = {Pranshu Malviya and Balaraman Ravindran and Sarath Chandar},
  year = {2022},
  url = {https://proceedings.mlr.press/v199/malviya22a.html},
  researchr = {https://researchr.org/publication/MalviyaRC22},
  cites = {0},
  citedby = {0},
  pages = {366-389},
  booktitle = {Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August 2022, McGill University, Montréal, Québec, Canada},
  editor = {Sarath Chandar and Razvan Pascanu and Doina Precup},
  volume = {199},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}