Frontiers in Online Reinforcement Learning

Description

This workshop highlights recent advances in online reinforcement learning (RL), with a focus on its connections to emerging technologies like large language models (LLMs). As machine learning systems grow more capable, online RL can further enhance their task specific capabilities.

Participants will explore the evolving RL landscape, discuss its integration with large-scale models, and examine challenges and opportunities at this intersection. Join us to engage with cutting-edge ideas shaping the future of online reinforcement learning.

Poster Session and Lightning Talks

This workshop will include a poster session and lightning talks for early career researchers (including graduate students). In order to propose a poster or a lightning talk, you must first register for the workshop, and then submit a proposal using the form that will become available on this page after you register. You can request to do one, or both. The registration form should not be used to propose a poster or a lightning talk.

The deadline for proposing is Wednesday, March 4, 2026. If your proposal is accepted, you should plan to attend the event in-person.

In-Person Registration

Seats are limited at the venue, which means that in-person registration may be capped prior to the workshop start date. If capacity is reached, a waitlist will be imposed, which the registration form will reflect. Early registration is strongly encouraged.

All in-person registrants must wait to receive an invitation to attend in-person from IMSI before traveling, which generally begin to be sent out 4-6 weeks in advance.

All registrants (online and in-person) will receive zoom links and are welcome to attend online.

Registration

IMSI is committed to making all of our programs and events inclusive and accessible. Contact [email protected] to request disability-related accommodations.