Prospective Learning: Principled Extrapolation to the Future

Ashwin De Silva, Rahul Ramesh, Lyle H. Ungar, Marshall G. Hussain Shuler, Noah J. Cowan, Michael Platt, Chen Li, Leyla Isik, Seung-Eon Roh, Adam Charles, Archana Venkataraman, Brian Caffo, Javier J. How, Justus M. Kebschull, John W. Krakauer, Maxim Bichuch, Kaleab Alemayehu Kinfu, Eva Yezerets, Dinesh Jayaraman, Jong M. Shin, Soledad Villar, Ian Phillips, Carey E. Priebe, Thomas Hartung, Michael I. Miller, Jayanta Dey, Ningyuan Huang, Eric Eaton, Ralph Etienne-Cummings, Elizabeth L. Ogburn, Randal C. Burns, Onyema Osuagwu, Brett Mensh, Alysson R. Muotri, Julia Brown, Chris White, Weiwei Yang 0004, Andrei A. Rusu, Timothy D. Verstynen, Konrad P. Kording, Pratik Chaudhari, Joshua T. Vogelstein. Prospective Learning: Principled Extrapolation to the Future. In Sarath Chandar, Razvan Pascanu, Hanie Sedghi, Doina Precup, editors, Conference on Lifelong Learning Agents, 22-25 August 2023, McGill University, Montréal, Québec, Canada. Volume 232 of Proceedings of Machine Learning Research, pages 347-357, PMLR, 2023. [doi]

@inproceedings{SilvaRUSCPLIRCV23,
  title = {Prospective Learning: Principled Extrapolation to the Future},
  author = {Ashwin De Silva and Rahul Ramesh and Lyle H. Ungar and Marshall G. Hussain Shuler and Noah J. Cowan and Michael Platt and Chen Li and Leyla Isik and Seung-Eon Roh and Adam Charles and Archana Venkataraman and Brian Caffo and Javier J. How and Justus M. Kebschull and John W. Krakauer and Maxim Bichuch and Kaleab Alemayehu Kinfu and Eva Yezerets and Dinesh Jayaraman and Jong M. Shin and Soledad Villar and Ian Phillips and Carey E. Priebe and Thomas Hartung and Michael I. Miller and Jayanta Dey and Ningyuan Huang and Eric Eaton and Ralph Etienne-Cummings and Elizabeth L. Ogburn and Randal C. Burns and Onyema Osuagwu and Brett Mensh and Alysson R. Muotri and Julia Brown and Chris White and Weiwei Yang 0004 and Andrei A. Rusu and Timothy D. Verstynen and Konrad P. Kording and Pratik Chaudhari and Joshua T. Vogelstein},
  year = {2023},
  url = {https://proceedings.mlr.press/v232/de-silva23a.html},
  researchr = {https://researchr.org/publication/SilvaRUSCPLIRCV23},
  cites = {0},
  citedby = {0},
  pages = {347-357},
  booktitle = {Conference on Lifelong Learning Agents, 22-25 August 2023, McGill University, Montréal, Québec, Canada},
  editor = {Sarath Chandar and Razvan Pascanu and Hanie Sedghi and Doina Precup},
  volume = {232},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}