Minimal Local Simulation Foundations for LLM- and VLM-Driven Agents in 2D and 3D Environments
3.60T1 sourcearXiv cs.MA
Source record
Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.22833.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryPaper presents two intentionally minimal, locally-runnable simulation foundations for LLM- and VLM-driven agents: a 2D multi-agent environment with movement, communication, and fire events, and a 3D digital-twin environment where a VLM produces navigation instructions from first-person images. Both target education and rapid prototyping on macOS, Windows, and Linux.
Why it mattersTwo deliberately minimal, locally-runnable agent simulation foundations. Useful as accessible starting points for studying multi-agent LLM behavior without committing to heavyweight platforms.
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