Justin K. Pugh

Publication Activity (10 Years)

Years Active: 2013-2017
Publications (10 Years): 6

Top Topics

Unsupervised Feature Learning

Diversity Measures

Hebbian Learning

Cooperative Coevolution

Top Venues

GECCO (Companion)

Publications

Justin K. Pugh, Lisa B. Soros, Rafaela Frota, Kevin Negy, Kenneth O. Stanley
Major evolutionary transitions in the Voxelbuild virtual sandbox game. ECAL (2017)
Lisa B. Soros, Justin K. Pugh, Kenneth O. Stanley
Voxelbuild: a minecraft-inspired domain for experiments in evolutionary creativity. GECCO (Companion) (2017)
Justin K. Pugh, Lisa B. Soros, Kenneth O. Stanley
Quality Diversity: A New Frontier for Evolutionary Computation. Frontiers Robotics AI 3 (2016)
Justin K. Pugh, Lisa B. Soros, Kenneth O. Stanley
An Extended Study of Quality Diversity Algorithms. GECCO (Companion) (2016)
Kenneth O. Stanley, Justin K. Pugh, Joshua Bowren
Fully Autonomous Real-Time Autoencoder-Augmented Hebbian Learning through the Collection of Novel Experiences. ALIFE (2016)
Justin K. Pugh, Lisa B. Soros, Kenneth O. Stanley
Searching for Quality Diversity When Diversity is Unaligned with Quality. PPSN (2016)
Justin K. Pugh, Lisa B. Soros, Paul A. Szerlip, Kenneth O. Stanley
Confronting the Challenge of Quality Diversity. GECCO (2015)
Paul A. Szerlip, Gregory Morse, Justin K. Pugh, Kenneth O. Stanley
Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation. AAAI (2015)
Justin K. Pugh, Andrea Soltoggio, Kenneth O. Stanley
Real-time Hebbian Learning from Autoencoder Features for Control Tasks. ALIFE (2014)
Paul A. Szerlip, Gregory Morse, Justin K. Pugh, Kenneth O. Stanley
Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation. CoRR (2014)
Justin K. Pugh, Skyler Goodell, Kenneth O. Stanley
Directional communication in evolved multiagent teams. GECCO (2014)
Justin K. Pugh, Kenneth O. Stanley
Evolving multimodal controllers with HyperNEAT. GECCO (2013)