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WorldSolver: Can LLM Agents Simulate the Physical Dynamics via Solver Generation?

Paper recorded by Signals 4 on 2026-10-06 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-06 on arXiv · recorded by Signals 4 on 2026-10-07

Category: cs.AI · 人工智能 · first seen 2026-10-07

Abstract

LLM-based agents are increasingly advancing scientific and engineering problem solving, with physics simulation emerging as a challenging yet practical testbed for reproducing complex physical phenomena with application in embodied AI, games and films. As the workhorse of such simulation, a solver computes how the state of a dynamic system evolves over time. Building such solvers requires physical

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#412 most recent of 960 cs.AI papers we have recorded · ↑ newer: Does an Agent's History Tell You When Compaction Will Hurt? A Modest, · ↓ older: nanoMuse: An Open-Source Personal Agent for Every Device You Own
Cite this page: WorldSolver: Can LLM Agents Simulate the Physical Dynamics via Solver Generation?: the #412 most recent of 960 cs.AI papers we have recorded (as of 2026-10-06). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/worldsolver-can-llm-agents-simulate-the-physical-dynamics-via-solver-generation.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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