2 papers
cs.LG2019
Improving the Performance of the LSTM and HMM Model via Hybridization
Larkin Liu, Yu-Chung Lin, Joshua Reid
Language models based on deep neural networks and traditional stochastic modelling have become both highly functional and effective in recent times. In this work, a general survey…
cs.LG2019
Multi-Armed Bandit Strategies for Non-Stationary Reward Distributions and Delayed Feedback Processes
Larkin Liu, Richard Downe, Joshua Reid
A survey is performed of various Multi-Armed Bandit (MAB) strategies in order to examine their performance in circumstances exhibiting non-stationary stochastic reward functions in…