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Mastering linear algebra with Python for ML

Why it matters: Linear algebra underpins machine learning, enabling efficient data representation, transformation, and optimization for algorithms like regression, PCA, and neural networks. Python ...

In ‘The Python Hunt,’ a Real Competition as Riveting as Fiction

The Florida Python Challenge brings out a fascinating cast of characters, all captured by the director Xander Robin’s camera.
IEEE

Deep Reinforcement Learning Agents With Collective Situational Awareness for Beyond Visual Range Air Combat

Abstract: This work explores Beyond Visual Range (BVR) air combat simulations, focusing on two-versus-two scenarios involving autonomous agents. The engagement phase in BVR combat presents complex and ...
IEEE

State-Action Control Barrier Functions: Imposing Safety on Learning-Based Control With Low Online Computational Costs

Abstract: Learning-based control with safety guarantees usually requires real-time safety certification and modifications of possibly unsafe learning-based policies. The control barrier function (CBF) ...