On games and simulators as a platform for development of artificial intelligence for command and control

Autor: Goecks, Vinicius G., Waytowich, Nicholas, Asher, Derrik E., Park, Song Jun, Mittrick, Mark, Richardson, John, Vindiola, Manuel, Logie, Anne, Dennison, Mark, Trout, Theron, Narayanan, Priya, Kott, Alexander

Games and simulators can be a valuable platform to execute complex multi-agent, multiplayer, imperfect information scenarios with significant parallels to military applications: multiple participants manage resources and make decisions that command a

Externí odkaz: http://arxiv.org/abs/2110.11305

Integer Factorization with a Neuromorphic Sieve

Autor: Monaco, John V., Vindiola, Manuel M.

Publikováno v: Monaco, John V., and Manuel M. Vindiola. "Integer factorization with a neuromorphic sieve." Circuits and Systems (ISCAS), 2017 IEEE International Symposium on. IEEE, 2017

The bound to factor large integers is dominated by the computational effort to discover numbers that are smooth, typically performed by sieving a polynomial sequence. On a von Neumann architecture, sieving has log-log amortized time complexity to che

Externí odkaz: http://arxiv.org/abs/1703.03768

Action clusters: an NLP-powered approach to detecting similarities of actions within battles

Autor: Solomon, Latasha, Schwartz, Peter J., Coulson, Rebecca, Vindiola, Manuel M., Park, Song, Corder, Kevin

Publikováno v: Proceedings of SPIE; June 2023, Vol. 12538 Issue: 1 p125380C-125380C-8, 1128429p

Deep reinforcement learning to assist command and control

Autor: Pham, Tien, Solomon, Latasha, Hohil, Myron E., Park, Song Jun, Vindiola, Manuel M., Logie, Anne C., Narayanan, Priya, Davies, Jared

Publikováno v: Proceedings of SPIE; June 2022, Vol. 12113 Issue: 1 p121131D-121131D-9, 1090189p

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