The thesis in three minutes

The whole thesis as one animated story in 10 chapters (3 minutes): the game, one decision, the hybrid agent and the exact solver, then the three research questions and the tower. Every number is the thesis's. Pause at the gold marks to try the demo yourself; the presentation and the guided tour go deeper.

Can a language model plan a route of
1 decisions
when a single wrong one loses the floor?

From Reactive Control to Holistic Planning

Evolutionary Prompt Optimization for Hybrid Deterministic-Neural Agents in Long-Horizon Environments

King Wai Siu · Master's thesis · Leuphana University Lüneburg

Magic Toweran exact solver4 language models3 research questions
0:00 / 3:00· The question

Space play/pause · ←/→ 5 s · C captions · M music · F fullscreen. The gold dots and the chip in the corner mark moments to pause and try the demo yourself; "back to the walkthrough" resumes where you left.

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