[CFP] Automated RL Workshop @ RLC 2026

[Theresa Eimer]

Hi everyone!

The second edition of the Automated RL Workshop will take place at RLC this August: https://sites.google.com/view/automatedrl/home?authuser=0

We're looking for any submissions targeted at making RL an out-of-the-box approach to decision-making problems, including:

• Hyperparameter optimisation for RL
• Neural architecture design and search for RL
• Automated reward design and shaping
• Representation learning for RL
• Normalisation and stabilisation techniques
• Optimisation methods tailored to RL
• Meta-learning in RL
• Environment and curriculum design
• Benchmarking and evaluation protocols
• Reproducibility and robustness in RL
• Bridging AutoML and RL methodologies
• Practical deployment of RL systems
• Use of large language models in RL and AutoRL

The submission deadline is the 22nd of May.

Workshop speakers

Martha White (University of Alberta)
Clare Lyle (Google Deep Mind)
Antonin Raffin (German Aerospace Center)
Théo Vincent (TU Darmstadt)

Questions?

Feel free to ask us anything under autorlworkshop at gmail dot com