Defense Advanced Research Projects AgencyTagged Content List

Algorithms

A process or rule set used for calculations or other problem-solving operations

Showing 14 results for Algorithms + Automation RSS
02/14/2019
Current AI systems excel at tasks defined by rigid rules – such as mastering the board games Go and chess with proficiency surpassing world-class human players. However, AI systems aren’t very good at adapting to constantly changing conditions commonly faced by troops in the real world – from reacting to an adversary’s surprise actions, to fluctuating weather, to operating in unfamiliar terrain. For AI systems to effectively partner with humans across a spectrum of military applications, intelligent machines need to graduate from closed-world problem solving within confined boundaries to open-world challenges characterized by fluid and novel situations.
10/21/2019
DARPA has selected eight teams to compete in the AlphaDogfight Trials, a virtual competition designed to demonstrate advanced artificial intelligence (AI) algorithms that can perform simulated within-visual-range air combat maneuvering, colloquially known as a dogfight.
04/27/2020
DARPA’s AlphaDogfight Trials Final event, originally scheduled for April, has been rescheduled for the summer due to the COVID-19 pandemic. The third and final trial is now planned for Aug. 17-20, 2020, at AFWERX, the Air Force’s innovation hub, in Las Vegas, Nevada.
08/07/2020
The third and final competition in DARPA’s AlphaDogfight Trials will take place virtually August 18-20 instead of in person due to the ongoing COVID-19 pandemic. Participating teams and audience members will watch online as artificial intelligence (AI) algorithms control simulated F-16 fighters in aerial combat, culminating in a matchup on August 20 between the top AI and an experienced Air Force fighter pilot flying a virtual reality F-16 simulator.
08/26/2020
A small Maryland company took first place in last week’s AlphaDogfight Trials Final event, a three-day competition designed to demonstrate advanced algorithms capable of performing simulated, within-visual-range air combat maneuvering – commonly known as a dogfight. Heron Systems’ F-16 AI agent defeated seven other companies’ F-16 AI agents and then went on to dominate the main event – a series of simulated dogfights against an experienced Air Force F-16 pilot – winning 5-0 through aggressive and precise maneuvers the human pilot couldn’t outmatch.