Zihan "Zenus" Wang#1381
Call For Papers for Lifelong Agent @ COLM 2026!
馃殌After our first Lifelong Agent Workshop at ICLR 2026, we鈥檙e excited to announce that the Lifelong Agent Workshop is back for its 2nd edition!
馃帀This time, we鈥檒l be at COLM 2026 this October in San Francisco!
We will continue the conversation around lifelong agents: long-term learning, continual alignment, self-evolution, and stable growth, with the goal of exploring more sustainable paths for future agent systems.
We鈥檙e also thrilled to have an amazing lineup of speakers, organizers, and advisory board members from Stanford, UC Berkeley, CMU, Microsoft Research, Google DeepMind, McGill, Oxford, UIUC, and many other institutions.
We warmly welcome submissions to the workshop. Submissions are non-archival!
Topics include, but are not limited to: agent post-training, agent RL, user-agent alignment, self-evolving agents, embodied agents, Agent4Science, applications, benchmarks, and more.
馃搶 Submission deadline: July 3, 2026 AoE 馃寪 Workshop homepage: https://lifelongagent.github.io/ 馃摉 OpenReview: https://openreview.net/group?id=colmweb.org/COLM/2026/Workshop/LLA 馃摦 Contact: lifelongagents@googlegroups.com
Looking forward to your submissions and to seeing everyone at COLM 2026 in San Francisco! 馃殌
#COLM2026 #AIAgents #AgenticAI #LLM #LifelongLearning #AIAlignment