{"slug": "memory-systems-for-long-running-agents-episodic-to-procedural", "title": "Memory Systems for Long-Running Agents: Episodic to Procedural", "summary": "A new approach to memory systems for long-running AI agents transitions from episodic to procedural memory, enabling agents to accumulate knowledge and skills over days. This advancement addresses the limitations of flat context windows in single-session chatbots, improving agent performance in extended tasks.", "body_md": "A single-session chatbot can get away with a flat context window. A long-running agent — one that works across days, accumulates tool…\nContinue reading on Towards AI »", "url": "https://wpnews.pro/news/memory-systems-for-long-running-agents-episodic-to-procedural", "canonical_source": "https://pub.towardsai.net/memory-systems-for-long-running-agents-episodic-to-procedural-fdb6ebb19960?source=rss----98111c9905da---4", "published_at": "2026-06-19 18:01:01+00:00", "updated_at": "2026-06-19 18:43:40.096589+00:00", "lang": "en", "topics": ["ai-agents", "large-language-models", "machine-learning"], "entities": ["Towards AI"], "alternates": {"html": "https://wpnews.pro/news/memory-systems-for-long-running-agents-episodic-to-procedural", "markdown": "https://wpnews.pro/news/memory-systems-for-long-running-agents-episodic-to-procedural.md", "text": "https://wpnews.pro/news/memory-systems-for-long-running-agents-episodic-to-procedural.txt", "jsonld": "https://wpnews.pro/news/memory-systems-for-long-running-agents-episodic-to-procedural.jsonld"}}