Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data

no code implementations • 18 Oct 2016 • Decebal Constantin Mocanu, Maria Torres Vega, Eric Eaton, Peter Stone, Antonio Liotta

Conceived in the early 1990s, Experience Replay (ER) has been shown to be a successful mechanism to allow online learning algorithms to reuse past experiences.

reinforcement-learning Reinforcement Learning (RL)

Predictive No-Reference Assessment of Video Quality

no code implementations • 25 Apr 2016 • Maria Torres Vega, Decebal Constantin Mocanu, Antonio Liotta

Among the various means to evaluate the quality of video streams, No-Reference (NR) methods have low computation and may be executed on thin clients.

BIG-bench Machine Learning