The genomics intelligence revolution
At the institutional level, the power of genomics will play an interesting role in helping payers and providers improve population health.…Read More
Curiosity-driven Exploration by Self-supervised Prediction
Prediction is the essence of intelligence. But, as this nice ICML2017 paper from the Berkeley crowd shows curiosity can serve as an intrinsic…Read More
FeUdal Networks for Hierarchical Reinforcement Learning
Abstract:"We introduce FeUdal Networks (FuNs): a novel architecture for hierarchical reinforcement learning. Our approach is inspired by…Read More
A Deep Hierarchical Approach to Lifelong Learning in Minecraft
Abstract:We propose a lifelong learning system that has the ability to reuse and transfer knowledge from one task to another while efficiently…Read More
NEURAL ARCHITECTURE SEARCH WITH REINFORCEMENT LEARNING
Neural networks are powerful and flexible models that work well for many difficult learning tasks in image, speech and natural language understanding.…Read More
