CoLLAs 2025: Call for Abstracts – Deadline Approaching

Submit your abstract by Feb 21, 2025, for the 4th Conference on Lifelong Learning Agents (CoLLAs 2025). Focus on non-i.i.d. and non-stationary learning, including theory, challenges, and applications.

The 4th Conference on Lifelong Learning Agents (CoLLAs 2025) is inviting abstract submissions. With only 3 days left until the abstract deadline, now is the time to share your research on non-i.i.d. and non-stationary learning.

• Theory & Paradigms: Continual, incremental, active, and federated learning.
• Challenges: Catastrophic forgetting, policy collapse, and distribution shift.
• Applications: Robotics, healthcare, control, and more.
• Techniques: Reinforcement learning, LLMs, and real-time learning.

Important dates:
Abstract Deadline: Feb 21, 2025
Submission Deadline: Feb 26, 2025

For the full call for papers, visit the CoLLAs 2025 website.

Tags: CoLLAs 2025, Lifelong Learning Agents, Continual Learning, Reinforcement Learning, Non-i.i.d. Learning, Non-stationary Learning, Machine Learning