2 papers
cs.NE2017
Balancing Selection Pressures, Multiple Objectives, and Neural Modularity to Coevolve Cooperative Agent Behavior
Alex C. Rollins, Jacob Schrum
Previous research using evolutionary computation in Multi-Agent Systems indicates that assigning fitness based on team vs.\ individual behavior has a strong impact on the ability o…
cs.AI2016
Using Indirect Encoding of Multiple Brains to Produce Multimodal Behavior
Jacob Schrum, Joel Lehman, Sebastian Risi
An important challenge in neuroevolution is to evolve complex neural networks with multiple modes of behavior. Indirect encodings can potentially answer this challenge. Yet in prac…