- DQN hyperopt adapter: remove static VRAM gate for GPU experience collector and GPU PER — dynamic scaling handles constraints at runtime with graceful CPU fallback on init failure - Remove is_parquet_file branching from hyperopt eval path (all data loads via DBN pipeline now) - Update training example CLI args for consistency Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>