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

Apr 2, 2025, 8:30 AM → Apr 4, 2025, 4:30 PM Europe/Berlin

DESY

Andrea Santamaria Garcia (University of Liverpool), Annika Eichler (DESY), Borja Rodriguez Mateos (CERN), Chenran Xu (IBPT), Christian Hespe (DESY), Jan Kaiser (DESY), Simon Hirlaender (PLUS University Salzburg)

We are pleased to announce RL4AA'25, the third instalment of the workshop series organised by the Reinforcement Learning for Autonomous Accelerators (RL4AA) Collaboration. After two very successful workshops in 2023 and 2024 in Karlsruhe and Salzburg, we are excited to announce the next workshop for 2025. RL4AA'25 will be hosted by DESY in the beautiful port city of Hamburg, Germany.

The workshop will bring together experts from the fields of machine learning, accelerator physics, and high-performance computing to discuss the latest developments in the field of reinforcement learning for autonomous accelerators. The workshop will feature invited talks, contributed talks, and poster sessions, as well as a panel discussion on the future of autonomous accelerators.

RL4AA welcomes seasoned RL practitioners as well as newcomers. We are doing our best to make sure there is something for everyone, from introductory tutorials to advanced research talks.

Note also that this year’s workshop is organised in coordination with 5th ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators (MaLAPA) workshop at CERN. Both workshops are organised such that you can attend them one after the other.

We are looking forward to welcoming you to Hamburg in 2025!

 

RL4AA'25 Poster.pdf

Wednesday, April 2

8:30 AM → 9:00 AM Registration: Arrival of participants

9:00 AM → 9:30 AM Welcome session: Organizing commitee

9:30 AM → 10:30 AM Course: Introduction to RL

10:30 AM → 11:00 AM Break

11:00 AM → 12:00 PM Course: GP-MPC

12:00 PM → 1:30 PM Lunch break

1:30 PM → 3:30 PM RL challenge: Hands on

3:30 PM → 6:00 PM Lab tour

7:00 PM → 9:00 PM Social event

Thursday, April 3

8:30 AM → 9:00 AM Welcome session: Organizing commitee

9:00 AM → 9:30 AM Welcome session: Directorate

9:30 AM → 10:30 AM Keynote

10:30 AM → 11:00 AM Break

11:00 AM → 12:00 PM Keynote

12:00 PM → 2:00 PM Lunch break: Poster session special

2:00 PM → 5:00 PM Talks

5:00 PM → 6:00 PM RL challenge: Hands on

7:00 PM → 9:00 PM Social event

Friday, April 4

8:30 AM → 10:30 AM Talks

10:30 AM → 11:00 AM Break

11:00 AM → 12:30 PM Talks

12:30 PM → 2:00 PM Lunch break

2:00 PM → 3:00 PM RL challenge: Results

3:00 PM → 4:30 PM Discussion: Workshop closing