Toward experiment-guided AlphaFold: Researchers overcome AI tool's single-conformation limitation

The AI-based program AlphaFold predicts a protein's 3D structure with remarkable accuracy. However, it tends to reduce heterogeneous structures to a single dominant conformation, or shape, and ...
IEEE

VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning

Abstract: Although value decomposition networks and the follow on value-based studies factorizes the joint reward function to individual reward functions for a kind of cooperative multiagent ...
IEEE

CoANet: Connectivity Attention Network for Road Extraction From Satellite Imagery

Abstract: Extracting roads from satellite imagery is a promising approach to update the dynamic changes of road networks efficiently and timely. However, it is challenging due to the occlusions caused ...