DECISION-MAKING AUTONOMY FOR
EXPLORE OUR LEADING AUTONOMY-AS-A-SERVICE PLATFORM TO BUILD
EFFICIENT AND EXPLAINABLE AUTONOMOUS SYSTEMS
Deep Reinforcement Learning
The world is shifting from automation to autonomy
Explore the revolution in Aerospace & Defense (ASD) with our pioneering solutions based on Deep Reinforcement Learning (DRL). This innovative technology redefines spectral management with an intelligent and dynamic approach, constantly adjusted to real-time changes.
DRL’s ability to learn from synthetic data eliminates the need for a wealth of prior data, enabling rapid adaptation to changing spectrum conditions.
We support you throughout your AI projects with our experts in Machine Learning and Reinforcement Learning.
Bringing autonomy to the industry
Delfox’s autonomous systems are trained to: assist operators through complex missions act autonomously to complete assigned tasks
Autonomous cooperation of drones and fighters for target scouting under communication constraints in a hostile environment.
Space Collision Avoidance
Assess the potential risk of collision and propose an accurate and autonomous avoidance and orbit change maneuver for intercept trajectories.
Find the most effective route from a location to another through several steps with multi-agents scenarios that brings additional complexity to this use-case.
Allowing machines to learn from their actions
Unlike supervised learning approaches such as deep learning, reinforcement learning does not require the prior constitution of databases. Instead, the learning is performed according to the trial-and-error principle within a simulation environment that generates the data set on the fly.
The learning model, named agent and modeled by a neural network, must therefore learn to interact with the simulation environment.
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the performance of our AI solutions.
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