From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation Paper • 2610.06100 • Published Oct 5 • 64
Beyond Memory: Harnessing Long-Horizon Agents with Explicit Belief States Paper • 2610.01415 • Published Oct 1 • 60
VDiff-Bench: A Challenging Benchmark for Fine-Grained Image Difference Identification Paper • 2609.06245 • Published Sep 5 • 12