# Conference on Lifelong Learning Agents

- Dates: September 2026
- Location: National University of Science and Technology POLITEHNICA, Romania
- Organiser: The Workshop on Lifelong Agent @ COLM 2026
- Industry: AI & Machine Learning

## About

The 2nd Workshop on Lifelong Agents focuses on artificial intelligence agents that continuously learn, align, and evolve over extended interactions. It covers topics like persistent memory, continual adaptation, tool use, alignment, evaluation, and multi-agent systems. The event is for researchers and practitioners interested in lifelong AI agents.

## Official links

- [Official website](https://lifelongagent.github.io/)

## Sponsors and partners

- Tencent

## What people are saying

- [Mathematics of Continual Learning - Liangzu Peng René Vidal - CoLLAs ...](https://www.youtube.com/watch?v=jwGOSGphIF4)
  - Mathematics of Continual Learning - Liangzu Peng René Vidal - CoLLAs 2025 Conference on Lifelong Learning Agents (CoLLAs) 1.01K subscribers 20 Share
- [\[CFP\] International Conference on Lifelong Learning Agents (CoLLAs ...](https://www.youtube.com/watch?v=IxMUuvWd0EM)
  - The Conference on Lifelong Learning Agents (CoLLAs) focuses on these learning paradigms that aim to move beyond the traditional, single-distribution i.i.d. machine learning setting and to allow ...

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Source: https://www.luminik.io/events/conference-on-lifelong-learning-agents/