AI tools & workflows
When a Tiny Linear Model Outpaces a Tabular Giant in a 10,000‑State Maze (2024 Case Study)
Hook: A Tiny Linear Model Beats a Tabular Giant A single linear function approximator with just 12 carefully crafted features can accurately evaluate a stochastic policy in a 10,000-state maze, while a classic tabular method stalls because it must store 10,000 separate values. In our experiment the linear