Thesis Supplementary Materials

Vision-Language-Action (VLA) Results

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01 —

Untrained VLA Models

Untrained SmolVLA

Untrained SmolVLA

Completely untrained SmolVLA model. Note the erratic behavior.

Dipping Behavior

Dipping Behavior

Initial evaluation run with model trained on 25 samples demonstrating dipping behavior.

02 —

Trained VLA Models

Successful VLA Trial

Successful VLA Trial

End-to-end mission demonstration illustrating successful execution of VLA grasp. Trained on all 127 samples.

03 —

Training Dataset

new_libero · HuggingFace

LIBERO pick-and-place demonstrations used to fine-tune the VLA model.
Hosted on HuggingFace Datasets — Xavier033/new_libero.

View Dataset ↗