The Alberta Plan for AI Research

Licklider, J. C. R. (1960). Man-computer symbiosis

1960

Earlier work this paper cites.

Horde: A scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction

Sutton, R. S., Modayil, J., Delp, M., Degris, T., Pilarski, P. M., White, A., Precup, D. (2011) · 1999

Earlier work this paper cites.

A survey of algorithmic methods for partially observed Markov decision processes

Lovejoy, W. S. (1991) · 2005

Earlier work this paper cites.

Khetarpal, K., Riemer, M., Rish, I., Precup, D. (2020). Towards continual reinforcement learning: A review and perspectives, arXiv:2012.13490

Original

2012

Cited alongside, same era.

Lecture 6.5–RMSProp

Tieleman, T., Hinton, G. (2012) · 2013

Cited alongside, same era.

Kingma, D., Ba, J. (2014). Adam: A method for stochastic optimization. ArXiv:1412.6980

Original

2014

Cited alongside, same era.

Learning to predict by the methods of temporal differences

Sutton, R. S. (1988a)

Cited in the paper.

Prioritized sweeping: Reinforcement learning with less data and less real time

Moore, A. W., Atkeson, C. G. (1993) · 2019

Later among the works it cites.

Efficient learning and planning within the Dyna framework

Original

Peng, J., Williams, R. J. (1993) · 2020

Later among the works it cites.

What’s a good prediction? Challenges in evaluating an agent’s knowledge

Kearney, A., Koop, A., Pilarski, P. M. (2022) · 2022

Closest in time.