no code implementations • 9 Jun 2022 • Alexander Strang, David SeWell, Alexander Kim, Kevin Alcedo, David Rosenbluth
We demonstrate the validity of PTA on a quartet of games (Kuhn poker, RPS+2, Blotto, and Pokemon).
no code implementations • 7 Feb 2022 • Jaime S. Ide, Daria Mićović, Michael J. Guarino, Kevin Alcedo, David Rosenbluth, Adrian P. Pope
Moreover, when retraining, there is an intrinsic conflict between exploiting what has already been learned and exploring new skills.
no code implementations • 5 Feb 2022 • Philip Feldman, Aaron Dant, David Rosenbluth
This paper discusses the problem of mapping information spaces in general, and then presents a concrete implementation of this concept in the context of OpenAI's GPT-3 language model for determining if a subordinate is following a commander's intent in a high-risk situation.
1 code implementation • 25 Jun 2021 • Hsuan-Tung Peng, Joshua Lederman, Lei Xu, Thomas Ferreira de Lima, Chaoran Huang, Bhavin Shastri, David Rosenbluth, Paul Prucnal
In addition, compact and integratable hardware platforms which can implement ML models at the chip scale will find much broader application to wireless communication networks.
no code implementations • 3 May 2021 • Adrian P. Pope, Jaime S. Ide, Daria Micovic, Henry Diaz, David Rosenbluth, Lee Ritholtz, Jason C. Twedt, Thayne T. Walker, Kevin Alcedo, Daniel Javorsek
Artificial Intelligence (AI) is becoming a critical component in the defense industry, as recently demonstrated by DARPA`s AlphaDogfight Trials (ADT).
Hierarchical Reinforcement Learning reinforcement-learning +1