Benchmarking Continual Agent Memory for Online Learning, Transfer, and ForgettingJan 2, 2026·Zihang Ma*,Jinyi Liu*,Hongyao Tang,Yi Ma,Ruitao Wang,Yifu Yuan,Yan Zheng,Jianye Hao· 0 min read CiteTypeConference paperPublicationLLA@ICLR 2026 PosterLast updated on Jan 2, 2026LLM Agent Memory Continual Learning Benchmark LLA 2026 AuthorsJinyi LiuPh.D. Candidate Reinforcement Learning and LLM Systems ← From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation Jan 3, 2026AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search Jan 1, 2026 →
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