spelunkai/control/README.md
Jonas 65155ce22e Scaffold monorepo structure for all pipeline components
Add top-level README, .gitignore, and per-component directories
(recording, labeling backend/frontend, training, inference, control)
with READMEs and pyproject.toml/package skeletons per CLAUDE.md §2-3.
No implementation yet, just structure to build against.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-16 07:16:55 +02:00

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# Control Agent
Consumes the state vector produced by the inference loop and predicts an action.
Phase 1: behavior cloning, trained to imitate human input recordings. Phase 2 (later,
design open): autonomous reinforcement learning. Architecture should allow multiple
distinct agent "personalities" (e.g. speedrunner, score maximizer) trained later on
top of the same perception stack.
See CLAUDE.md §3.6 for full requirements.
**Status:** not yet implemented.
## Setup
```
python -m venv .venv
source .venv/bin/activate
pip install -e .
```