DAEDALUS: Bootstrapping Agent Memory from Self-Generated Tasks

• 类型：arxiv
• 标识：2610.08048
• 链接：https://arxiv.org/abs/2610.08048
• 主分类：agent
• 形态：method
• TLDR：LLM agents often lack the operational knowledge to act reliably in new environments, as they must discover specific tool behaviors or environment conventions on their own. Without memory of past attempts, they repeat the same mistakes across tasks, leading to more task failures and longer trajectories. To address this, agentic systems typically rely on human-written guidelines or on procedural memory built from training tasks and an oracle verifier, both of which require prior knowledge of the environment. We present DAEDALUS, a method for bootstrapping reusable agent memory from self-generate
• 待LLM分类：否
• 来源文件：
• /inbox/tom/_candidates/2026-10-07-agent-rag-longcontext-candidates.json