Open WorldDiscovery GitHub
← Research library
2026arXiv

Memory-Centric Continual Learning for AI Agents

What this work does

Memory-Centric Continual Learning organizes agent memory by storage substrate, reusable knowledge asset, and management policy. It connects memory-state updates and policy adaptation to behavioral retention, adaptation, and transfer.

THE RESEARCH CONVERSATION

Discussion & reactions

Share a question, an insight, or a replication experience. Sign in with GitHub to join the conversation.

Open GitHub discussions ↗