On-Policy or Off-Policy Learning? A Systematic Study of Distillation Dynamics
Paper • 2609.35259 • Published • 181
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World Observer: Joint Actor-Observer Generation for Persistent World ModelingOrganizations
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Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation
Paper • 2609.38024 • Published • 58
World Observer: Joint Actor-Observer Generation for Persistent World Modeling
Paper • 2610.02162 • Published • 78
Beyond Memory: Harnessing Long-Horizon Agents with Explicit Belief States
Paper • 2610.01415 • Published • 85