Combating catastrophic forgetting with developmental compression. - Shawn L. E. Beaulieu; Sam Kriegman; Josh C. Bongard (GECCO, 2018)

Learning to Continually Learn. - Shawn Beaulieu; Lapo Frati; Thomas Miconi; Joel Lehman; Kenneth O. Stanley; Jeff Clune; Nick Cheney (ECAI, 2020)

Continual learning under domain transfer with sparse synaptic bursting. - Shawn L. Beaulieu; Jeff Clune; Nick Cheney (CoRR, 2021)

Ousiometrics and Telegnomics: The essence of meaning conforms to a two-dimensional powerful-weak and dangerous-safe framework with diverse corpora presenting a safety bias. - Peter Sheridan Dodds; Thayer Alshaabi; Mikaela Irene D. Fudolig; Julia Witte Zimmerman; Juniper L. Lovato; Shawn Beaulieu; Joshua R. Minot; Michael V. Arnold; Andrew J. Reagan; Christopher M. Danforth (CoRR, 2021)

Glamour muscles: why having a body is not what it means to be embodied. - Shawn L. Beaulieu; Sam Kriegman (CoRR, 2023)

Greater AI Design Control Aids Evolution of Computational Materials. - Piper Welch; Monica Li; Shawn Beaulieu; Annie Xia; Dong Wang 052; Medha Goyal; Atoosa Parsa; Corey S. O'Hern; Rebecca Kramer-Bottiglio; Josh C. Bongard (EvoApplications (2), 2025)

Scalable Evolution of Logically Independent Polycomputational Materials. - Piper Welch; Atoosa Parsa; Shawn Beaulieu; Corey S. O'Hern; Rebecca Kramer-Bottiglio; Josh C. Bongard (EvoApplications (2), 2025)