What I did

• Engineered a 3D Gaussian Splatting cleanup pipeline using geometric point-cloud constraints and lineage-based pruning, matching segmentation-based isolation quality; preprint in preparation.
• Developed and evaluated a ReAct agent for autonomous 3D scene cleanup, measuring how episodic memory, learned Gaussian features, and tool/action-space design affect editing performance.

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