Lecture 9

Massively Parallel Methods for Deep Reinforcement Learning Links to an external site., Arun Nair, Praveen Srinivasan, Sam Blackwell, Cagdas Alcicek, Rory Fearon, Alessandro De Maria, Vedavyas, Panneershelvam, Mustafa Suleyman, Charles Beattie, Stig Petersen, Shane Legg, Volodymyr Mnih, Koray
Kavukcuoglu, David Silver, arXiv 1507.04296v2, 2015.

Parallel Reinforcement Learning with Linear Function Approximation Links to an external site., Matthew Grounds, Daniel Kudenko, Book Chapter, Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning Volume 4865 of Lecture Notes in Computer Science, Springer 2008.

A Comparative Study of Parallel Reinforcement Learning Methods with a PC Cluster System Links to an external site., Masayuki Kushida Kenichi Takahashi Hiroaki Ueda Tetsuhiro Miyahara, Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'06)