2nd collaboration workshop on Reinforcement Learning for Autonomous Accelerators (RL4AA'24)

Session

Keynote

Feb 5, 2024, 9:30 AM

Blue lecture hall (Universität Salzburg (Paris-Lodron-Universität))

Presentation materials

2024-02-05_rlaa_workshop.pdf

54. Designing and Running Real-World RL Experiments

Antonin Raffin

2/5/24, 9:30 AM

Keynote

This talk covers the challenges and best practices for designing and running real-world reinforcement learning (RL) experiments.
The idea is to walk through the different steps of RL experimentation (task design, choosing the right algorithm, implementing safety layers) and also provide practical advice on how to run experiments and troubleshoot common problems.

Slides are also online: <a...

73. Towards real-world RL

Felix Berkenkamp

2/5/24, 11:00 AM