Adam White
Adam White
University of Alberta, Deepmind
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Horde: A scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction
RS Sutton, J Modayil, M Delp, T Degris, PM Pilarski, A White, D Precup
The 10th International Conference on Autonomous Agents and Multiagent …, 2011
RL-Glue: Language-independent software for reinforcement-learning experiments
B Tanner, A White
The Journal of Machine Learning Research 10, 2133-2136, 2009
Multi-timescale nexting in a reinforcement learning robot
J Modayil, A White, RS Sutton
Adaptive Behavior 22 (2), 146-160, 2014
Feature construction for reinforcement learning in hearts
NR Sturtevant, AM White
International Conference on Computers and Games, 122-134, 2006
Developing a predictive approach to knowledge
A White
University of Alberta, 2015
Report on the 2008 reinforcement learning competition
S Whiteson, B Tanner, A White
AI Magazine 31 (2), 81-81, 2010
Organizing experience: a deeper look at replay mechanisms for sample-based planning in continuous state domains
Y Pan, M Zaheer, A White, A Patterson, M White
arXiv preprint arXiv:1806.04624, 2018
A greedy approach to adapting the trace parameter for temporal difference learning
M White, A White
arXiv preprint arXiv:1607.00446, 2016
Investigating practical linear temporal difference learning
A White, M White
arXiv preprint arXiv:1602.08771, 2016
Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains
M White, A White
Advances in Neural Information Processing Systems, 2010
Surprise and curiosity for big data robotics
A White, J Modayil, RS Sutton
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Scaling life-long off-policy learning
RSS Adam White, Joseph Modayil
2012 IEEE International Conference on Development and Learning and …, 2013
Reinforcement learning benchmarks and bake-offs II
A Dutech, T Edmunds, J Kok, M Lagoudakis, M Littman, M Riedmiller, ...
Advances in Neural Information Processing Systems (NIPS) 17, 6, 2005
Accelerated gradient temporal difference learning
Y Pan, A White, M White
Thirty-First AAAI Conference on Artificial Intelligence, 2017
Online off-policy prediction
S Ghiassian, A Patterson, M White, RS Sutton, A White
arXiv preprint arXiv:1811.02597, 2018
General value function networks
M Schlegel, A Jacobsen, Z Abbas, A Patterson, A White, M White
Journal of Artificial Intelligence Research 70, 497-543, 2021
Acquiring a broad range of empirical knowledge in real time by temporal-difference learning
J Modayil, A White, PM Pilarski, RS Sutton
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2012
Meta-descent for online, continual prediction
A Jacobsen, M Schlegel, C Linke, T Degris, A White, M White
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3943-3950, 2019
Directly estimating the variance of the {\lambda}-return using temporal-difference methods
C Sherstan, B Bennett, K Young, DR Ashley, A White, M White, RS Sutton
arXiv preprint arXiv:1801.08287, 2018
Planning with expectation models
Y Wan, Z Abbas, A White, M White, RS Sutton
arXiv preprint arXiv:1904.01191, 2019
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