Papers
Submissions covering both theoretical and practical aspects of Reinforcement Learning, to be presented at the workshop.
Machine Learning/CORE Unranked
EWRL 2026
Nineteenth European Workshop on Reinforcement Learning
EWRL 2026 is the 19th European Workshop on Reinforcement Learning, serving as a major gathering for the European RL research community and a global forum for presenting high-quality research and discussing open problems in reinforcement learning. The event will feature theoretical and practical advances in RL, including deep RL, applications in robotics, and interdisciplinary connections with cognitive science and control systems.
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Topics
Reinforcement learningSequential decision makingStochastic and partially observable environmentsDeep Learning function approximators with Reinforcement LearningTheoretical advances in Reinforcement LearningApplications of Reinforcement LearningRobotics applicationsCognitive developmental roboticsAutomated planningTransformers for combinatorial optimizationRL for LLMs and reasoningSoft robotics modeling and controlHaptic renderingSurgical simulationUnsupervised learningStatistics and stochastic processesApplications to communication and social networksCybersecurity
Policies worth checking twice
- Paper submissions are via OpenReview
- Paper submission deadline is May 29th (11:59pm AOE)
- Notification of paper acceptance will be on July 10th AOE
- Registration has an early bird rate ending September 10th
- Gala Dinner registration is mandatory and must be opted in during workshop registration
- Invitation letters for visa purposes are available upon request to ewrl-2026@inria.fr
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026