William Dabney

Publication Activity (10 Years)

Years Active: 2007-2015
Publications (10 Years): 0

Top Topics

Temporal Difference

Sequential Decision Making

Reinforcement Learning

Top Venues

J. Mach. Learn. Res.

Publications

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 (2015)
William Dabney, Philip S. Thomas
Natural Temporal Difference Learning. AAAI (2014)
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 (2014)
Philip S. Thomas, William Dabney, Stephen Giguere, Sridhar Mahadevan
Projected Natural Actor-Critic. NIPS (2013)
William Dabney, Andrew G. Barto
Adaptive Step-Size for Online Temporal Difference Learning. AAAI (2012)
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)
William Dabney, Amy McGovern
Utile Distinctions for Relational Reinforcement Learning. IJCAI (2007)