Models

Pydantic models that describe a training run. You write these as YAML (a manifest); trainers parse and validate the file before anything starts. See Manifest Formulation for the file layout.

Every algorithm, network, and training section is defined once in agilerl.arena.models (the agilerl-arena package) and re-exported here. Arena validates submitted jobs against the same schema. Construction a local run needs – building a gym from an environment spec, a replay buffer from a buffer spec – lives beside those classes as functions.

• Training Manifest
• Algorithm Specifications
• Environment Specifications
• Network Specifications
• Training & Replay Buffer Specs
• HPO Specifications