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William Dabney

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affiliation: University of Massachusetts Amherst, Department of Computer Science

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2010 – 2019

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2015
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Alborz Geramifard, Christoph Dann, Robert H. Klein, William Dabney, Jonathan P. How:
RLPy: a value-function-based reinforcement learning framework for education and research. J. Mach. Learn. Res. 16: 1573-1578 (2015)
2014
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William Dabney, Philip S. Thomas:
Natural Temporal Difference Learning. AAAI 2014: 1767-1773
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  - journals/corr/MahadevanLTDGJG014
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Sridhar Mahadevan, Bo Liu, Philip S. Thomas, William Dabney, Stephen Giguere, Nicholas Jacek, Ian Gemp, Ji Liu:
Proximal Reinforcement Learning: A New Theory of Sequential Decision Making in Primal-Dual Spaces. CoRR abs/1405.6757 (2014)
2013
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Philip S. Thomas, William Dabney, Stephen Giguere, Sridhar Mahadevan:
Projected Natural Actor-Critic. NIPS 2013: 2337-2345
2012
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William Dabney, Andrew G. Barto:
Adaptive Step-Size for Online Temporal Difference Learning. AAAI 2012: 872-878
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  - conf/sigir/CartrightCDDGKWYAMS12
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Marc-Allen Cartright, Ethem F. Can, William Dabney, Jeff Dalton, Logan Giorda, Kriste Krstovski, Xiaoye Wu, Ismet Zeki Yalniz, James Allan, R. Manmatha, David A. Smith:
A framework for manipulating and searching multiple retrieval types. SIGIR 2012: 1001

2000 – 2009

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2007
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William Dabney, Amy McGovern:
Utile Distinctions for Relational Reinforcement Learning. IJCAI 2007: 738-743

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