IEEE

Automated Configuration of Evolutionary Algorithms via Deep Reinforcement Learning for Constrained Multiobjective Optimization

Abstract: Learning to optimize and automated algorithm design are attracting increasing attention, but it is still in its infancy in constrained multiobjective optimization evolutionary algorithms ...
Wired

Jeff Bezos Is Funding a Wild Hunt for the Brain’s ‘Core Algorithm’

Rob Williams knows how to pitch Jeff Bezos: You write a press release as if your product has already been built. Bezos reads it and gives a thumbs up or down. Williams went through this process a lot ...
IEEE

A Two-Stage Reinforcement Learning Algorithm for AUV Path Planning Based on Trajectory Exploration and Sequence Modeling

Abstract: Path planning is essential for autonomous underwater vehicles (AUVs) to perform tasks. Many existing single-objective path planning methods rely on prior knowledge of the underwater ...