Memory Networks

Memory Networks

Jan 1, 2017
Non-Markovian control using gated end-to-end memory policy networks

Memory-augmented policy networks for non-Markovian control problems with external memory modules.

Jan 1, 2017
Gated End-to-End Memory Network

Novel end-to-end memory access regulation mechanism for Memory Networks that achieves state-of-the-art performance on bAbI and Dialog bAbI tasks.

Jan 1, 2017
Dialog state tracking, a machine reading approach using Memory Network

Memory Network approach to dialog state tracking framed as machine reading comprehension.

Jan 1, 2017
Memory Networks

Jan 1, 2017