action-selection

Typed decisions from existing MLX-LM and MLX-VLM models on Apple Silicon. No fine-tuning required. No extra decision weights. Related approaches: AnyJev, OpenDecider, Laya.

Opportunistic planning model package for action selection, based on human behavior in everyday activities

Explainable action ranking from historical sequences — a Rust library and CLI, not a contextual bandit or online-learning library.

Measures action selection and abstention on frozen UI states.

Python/PyBullet port of Prescott et al. (2006)'s basal ganglia robot model — an embedded action selection architecture (EASA) running on real Khepera I geometry with realistic contact physics for a foraging task.

UNITALE is a free full-version RPG for Windows that features a retro design and a unique battle system. Enjoy a nostalgic gaming experience with simple actions and modern references. Download the latest version free.

Model development, analyses, and evaluation based on the opportunistic planning package.