This work argues for an alternative approach to RL research, where we build on prior computational work, which we believe could significantly improve real-world RL adoption and help democratize it further.


To cite this paper, please use the following reference:

  title={Beyond Tabula Rasa: Reincarnating Reinforcement Learning},
  author={Agarwal, Rishabh and Schwarzer, Max and Castro, Pablo Samuel and Courville, Aaron and Bellemare, Marc G},
  journal={arXiv preprint arXiv:2206.01626},


Rishabh Agarwal
Google Research, Brain Team and Mila
Pablo Samuel Castro
Google Research, Brain Team
Marc G. Bellemare
Google Research, Brain Team

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