Game Level Difficulty

Contextual bandit pipeline and off-policy evaluation tooling for adaptive game difficulty.

Structure

• bandit/ - Training, evaluation, and serving pipeline for contextual bandits
• ope/ - Off-policy evaluation utilities and experiments

Config setup

Copy the example configs in bandit/config/ and fill in the real values:

• pipeline_params.example.json
• redis_config.example.json
• cloudflare_kv_config.example.json

Quickstart

pip install -r bandit/requirements.txt

See bandit/README.md for detailed pipeline steps and ope/requirements_obp.txt for OPE dependencies.