Reinforcement learning approach to goal-regulation in a self-evolutionary manufacturing system

M Shin, K Ryu, M Jung - Expert Systems with Applications, 2012 - Elsevier
Up-to-date market dynamics has been forcing manufacturing systems to adapt quickly and
continuously to the ever-changing environment. Self-evolution of manufacturing systems …

Reinforcement learning approach to goal-regulation in a self-evolutionary manufacturing system

M Shin, K Ryu, M Jung - Expert Systems With Applications, 2012 - infona.pl
Up-to-date market dynamics has been forcing manufacturing systems to adapt quickly and
continuously to the ever-changing environment. Self-evolution of manufacturing systems …

Reinforcement learning approach to goal-regulation in a self-evolutionary manufacturing system

M Shin, K Ryu, M Jung - Expert Systems with Applications: An …, 2012 - dl.acm.org
Highlights We propose a goal-regulation mechanism that applies a reinforcement learning
approach to autonomous goal-formation. Individual goals are regulated by a neural network …