Provenance:Dataset:TEIAS v2025.1Model:PPO Lab previewRun:1 Dec 2025lab_ppo_20251201_114512Seeded

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PPO preview (LR 5e-4 ablation)

Tier A — Preview✓ completed

lab_ppo_20251201_114512

Interpretation Guardrail

These results are scenario-based projections, not forecasts. They reflect model assumptions about technology costs, policy choices, and demand trajectories. Actual outcomes will differ. Always consult the full methodology and assumption registry before drawing policy conclusions.

↑Derived from:lab_ppo_20251201_091523 (PPO — Lab Run)parent_run_id

Frozen Metrics Snapshot

READ-ONLY · Not recomputed

Cost Reduction

−17.8%

Convergence Score

88/100

Policy Stability

89/100

Final Reward

-295.1

Training Loss

0.00380

Actual Runtime

Configuration

Algorithm

PPO

Tier

A — Preview

Learning Rate

0.0005

Total Steps

50,000

Seed

99

Created At

01/12/2025, 12:45:12

Est. Runtime

8s (cap: 300s)

Immutable

✓ Yes

Rate Limit & Cap at Run Time

Hourly usage: 2/20Daily usage: 4/100Concurrent: 0/3Queued: No

Run Lineage

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rl_ppo_20251127_114523Experiment Rununknown

unknown

1 node in lineage. Lab runs are linked to their parent via parent_run_id. Original experiment runs are immutable — only lab runs can derive from them.

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📎 Cite this — PPO preview (LR 5e-4 ablation)

Önderol, S. (2025). Lab run: PPO preview (LR 5e-4 ablation) [preview sandbox]. renewabletransition.org/transition/labs/run/lab_ppo_20251201_114512