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3rd collaboration workshop on Reinforcement Learning for Autonomous Accelerators (RL4AA'25)
3rd collaboration workshop on Reinforcement Learning for Autonomous Accelerators (RL4AA'25)

Apr 2 – 4, 2025
DESY
Europe/Berlin timezone
  • Overview
  • Call for Abstracts
    • Timetable
    • Contribution List
    • Book of Abstracts
    • Registration
    • Participant List
    • Homepage
    • Directions
    • Campus Map with Workshop Locations
    • Dinner and City Tour 3 April
    • Instructions for Speakers and Poster Presenters
    • WiFi Access
    • Workshop photos

    Contact

    • rl4aa@desy.de

    Details for Simon Hirlaender

    PLUS University Salzburg

    Author in the following contributions

    • Multi-Agent Reinforcement Learning to achieve reliable wireless communication
    • Robust Multi-Turn Injection at SIS18 via Gaussian Process Model Predictive Control
    • Toward a Structured Reinforcement Learning Pipeline for Real-World Systems
    • Reinforcement Learning-Driven Optimal Control of Perfect Entangling Two-Qubit Gates
    • Towards Few-Shot Reinforcement Learning in Particle Accelerator Control
    • A Benchmark for Deep Reinforcement Learning-Based Control of Liquid-Propellant Rocket Engines
    • Do you really think about consequences? Bridging Classical Control and Reinforcement Learning for Delayed Outcome Optimisation
    • Efficient data-driven model predictive control for online accelerator tuning
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