Continual reinforcement learning
From: Nishanth Anand (@itsNVA7)
The first ever continual reinforcement learning workshop is coming to RLC!! We’ve a great lineup of speakers, an intriguing panel, and a call for papers. Mark your calendars and come participate in this event — we welcome anyone interested in CRL! 🤖 https://t.co/iYFQGc6cHS
Suggested angles
Highlight why the timing matters: continual reinforcement learning addresses the real-world challenge of agents that must learn and adapt across multiple tasks without forgetting previous knowledge, making this inaugural workshop a natural gathering point for researchers tackling this specific bottleneck
Emphasize the workshop's practical accessibility: unlike many specialized conferences, this event explicitly welcomes anyone interested in CRL regardless of background, creating an entry point for practitioners looking to understand how continual learning differs from standard RL approaches
Point to the concrete outputs: the call for papers means attendees aren't just listening to established voices but actively shaping the field's direction at this foundational moment, making participation a way to influence which CRL problems get prioritized and studied
Position yourself as someone who can explain why continual reinforcement learning matters now and what the workshop reveals about where the field is headed.
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