FactorJEPA: Factorizing Monolithic Futures into Layout-Agent-Interaction Channels for Crowded and Chaotic Global South Urban Worlds

• 类型：arxiv
• 标识：2608.01049
• 链接：https://arxiv.org/abs/2608.01049
• 主分类：agent
• 形态：method
• 被引：0
• 被引来源：Semantic Scholar
• S2被引：0
• 影响力被引：0
• TLDR：FactorJEPA is introduced, which makes world structure a first-class predictive primitive, and composes layout, entities, and interactions, using a visibility gate and separated subspaces to preserve partially observed agents and discourage cross-factor shortcuts.
• 待LLM分类：否
• 标题中文：FactorJEPA：将单体未来分解为布局-智能体-交互通道，面向拥挤混沌的全球南方城市场景
• TLDR中文：提出 FactorJEPA，将世界结构作为一等预测原语，并通过 visibility gate 与分离的子空间来组合布局、实体与交互，以保留部分可观测的 Agent 并抑制跨因子捷径。
• 来源文件：
• /inbox/tom/_candidates/2026-08-08-agent-rag-longcontext-candidates.json
• /inbox/tom/_candidates/2026-08-09-agent-rag-longcontext-candidates.json
• /inbox/tom/_candidates/2026-08-10-agent-rag-longcontext-candidates.json
• /inbox/tom/_candidates/2026-08-10-agent-memory-tool-use-candidates.json
• [S2 enrich]