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CSCI 7000: VLA Foundations for Robotics

Spring 2026 • Instructor: Christoffer Heckman

Course Materials

Syllabus

Complete course information, grading policy, and schedule.

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Assignments

Scratch-0: Environment Setup

Set up your development environment and submit your first PR.

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Scratch-1: Transformer Backbone

Implement a decoder-only Transformer from scratch for robotic trajectories.

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Paper Audit

Critical analysis of VLA research papers (1 required).

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Capstone Project

Textbook contribution with implementation (research or engineering track).

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Course Repository

GitHub Repository

All assignments must be submitted via pull request to the course repository.

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