3.6k citations · 36.4k across the 144 of their papers we have counts for
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Applying reinforcement learning to optical cavity locking tasks: considerations on actor-critic architectures and real-time hardware implementation
Mateusz Bawaj, Andrea Svizzeretto
This proceedings contains our considerations made during and after fruitful discussions held at EuCAIFCon 2025. We explore the use of deep reinforcement learning for autonomous loc…
Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
Tommaso Dorigo, Andrea Giammanco, Pietro Vischia +33
The full optimization of the design and operation of instruments whose functioning relies on the interaction of radiation with matter is a super-human task, given the large dimensi…
Finite state machine controls for a source of optical squeezed vacuum
Mateusz Bawaj, Valeria Sequino, Catherine Nguyen +8
In this paper we present a software, developed in the distributed control system environment of the Virgo gravitational-wave detector, for the management of a highly automated opti…