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Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022

A PyTorch framework for Continual Learning research.

TELL: Test-time Experiential Lifelong Learning – a single LLM agent that learns from experience at test time, achieving 43.9% on ARC-AGI-3 with no training.

Useful resources to learn lifelong learning

Repository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".

Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357

Awesome Incremental / Continual / Lifelong Generative Learning

Lifelong Learning

Code for "LifeLong Incremental Reinforcement Learning (LLIRL)"