Utile Distinctions for Relational Reinforcement Learning. - William Dabney; Amy McGovern (IJCAI, 2007)

Adaptive Step-Size for Online Temporal Difference Learning. - William Dabney; Andrew G. Barto (AAAI, 2012)

A framework for manipulating and searching multiple retrieval types. - Marc-Allen Cartright; Ethem F. Can; William Dabney; Jeff Dalton 001; Logan Giorda; Kriste Krstovski; Xiaoye Wu; Ismet Zeki Yalniz; James Allan; R. Manmatha; David A. Smith (SIGIR, 2012)

Projected Natural Actor-Critic. - Philip S. Thomas; William Dabney; Stephen Giguere 001; Sridhar Mahadevan (NIPS, 2013)

Natural Temporal Difference Learning. - William Dabney; Philip S. Thomas (AAAI, 2014)

Proximal Reinforcement Learning: A New Theory of Sequential Decision Making in Primal-Dual Spaces. - Sridhar Mahadevan; Bo Liu 006; Philip S. Thomas; William Dabney; Stephen Giguere 001; Nicholas Jacek; Ian Gemp; Ji Liu 002 (CoRR, 2014)

RLPy: a value-function-based reinforcement learning framework for education and research. - Alborz Geramifard; Christoph Dann; Robert H. Klein; William Dabney; Jonathan P. How (J. Mach. Learn. Res., 2015)