no code implementations • 9 Apr 2024 • Ruoxi Li, Dana Nau, Mark Roberts, Morgan Fine-Morris
We prove CURRICULAMA's soundness, and show experimentally that it has a substantially similar convergence rate in learning a complete set of methods to HTN-MAKER.
no code implementations • 30 Jan 2024 • Kenji Brameld, Germán Castro, Claude Sammut, Mark Roberts, David W. Aha
ActorSim is a goal reasoning framework developed at the Naval Research Laboratory.
no code implementations • 19 Dec 2023 • Guy Doron, Sam Genway, Mark Roberts, Sai Jasti
The rapid advance of generative AI is reshaping the strategic vision for R&D across industries.
no code implementations • 17 Oct 2022 • Damien Dablain, Kristen N. Jacobson, Colin Bellinger, Mark Roberts, Nitesh Chawla
To demystify CNN decisions on imbalanced data, we focus on their latent features.
no code implementations • 6 Jul 2016 • Vikas Shivashankar, Ron Alford, Mark Roberts, David W. Aha
There is an impressive body of work on developing heuristics and other reasoning algorithms to guide search in optimal and anytime planning algorithms for classical planning.