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Adam White
Adam White
University of Alberta, Deepmind
ualberta.ca의 이메일 확인됨 - 홈페이지
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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
4462011
RL-Glue: Language-independent software for reinforcement-learning experiments
B Tanner, A White
The Journal of Machine Learning Research 10, 2133-2136, 2009
1632009
Multi-timescale nexting in a reinforcement learning robot
J Modayil, A White, RS Sutton
Adaptive Behavior 22 (2), 146-160, 2014
1232014
Feature construction for reinforcement learning in hearts
NR Sturtevant, AM White
International Conference on Computers and Games, 122-134, 2006
692006
Developing a predictive approach to knowledge
A White
University of Alberta, 2015
632015
Report on the 2008 reinforcement learning competition
S Whiteson, B Tanner, A White
AI Magazine 31 (2), 81-81, 2010
552010
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
432018
A greedy approach to adapting the trace parameter for temporal difference learning
M White, A White
arXiv preprint arXiv:1607.00446, 2016
382016
Investigating practical linear temporal difference learning
A White, M White
arXiv preprint arXiv:1602.08771, 2016
362016
Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains
M White, A White
Advances in Neural Information Processing Systems, 2010
312010
Surprise and curiosity for big data robotics
A White, J Modayil, RS Sutton
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
292014
Online off-policy prediction
S Ghiassian, A Patterson, M White, RS Sutton, A White
arXiv preprint arXiv:1811.02597, 2018
272018
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
272005
Scaling life-long off-policy learning
RSS Adam White, Joseph Modayil
2012 IEEE International Conference on Development and Learning and …, 2013
26*2013
Accelerated gradient temporal difference learning
Y Pan, A White, M White
Thirty-First AAAI Conference on Artificial Intelligence, 2017
252017
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
232021
Gradient temporal-difference learning with regularized corrections
S Ghiassian, A Patterson, S Garg, D Gupta, A White, M White
International Conference on Machine Learning, 3524-3534, 2020
192020
Planning with expectation models
Y Wan, Z Abbas, A White, M White, RS Sutton
arXiv preprint arXiv:1904.01191, 2019
182019
Adapting behavior via intrinsic reward: A survey and empirical study
C Linke, NM Ady, M White, T Degris, A White
Journal of Artificial Intelligence Research 69, 1287-1332, 2020
172020
Improving performance in reinforcement learning by breaking generalization in neural networks
S Ghiassian, B Rafiee, YL Lo, A White
arXiv preprint arXiv:2003.07417, 2020
162020
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