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Provenance:Dataset:TEIAS v2025.1Model:A3C v1.0Run:3 Nov 2025rl_a3c_highre_20251103Seeded

A3C v1.0 — Run Detail

Seeded Stochastic

Random seed fixed; reproducible on same hardware. Seed: 77. A3C high-renewable scenario stress test. Elevated gradient oscillation above 85% RE share.

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.

Frozen Metrics Snapshot

READ-ONLY · Not recomputed
Cost Reduction
−91.2%
Convergence Score
3400 / 100
Policy Stability
48 / 100
Final Episode Reward
3400.0
Final Training Loss
0.0287
Training Steps
1,800

These values are stored in frozen_metrics_snapshot and written at import time. They are never recalculated from raw artifacts.

Run Metadata

Run ID
rl_a3c_highre_20251103
Group ID
validation_runs
Source File
a3c_highre_snapshot.json
Content Hash
b22c33d44e55f660…
Config Hash
cfghash_a3c_highre_01
Created At
03/11/2025, 14:00:00 UTC
Immutable
✓ Yes (DB enforced)
Dataset Version
TEIAS v2025.1

Artifact Manifest (1)

frozen_artifact_manifest · Integrity verified
📝
High-RE stress test log
artifacts/a3c_highre_20251103/training.log
logtext/plain18 KBsha256: bb22cc33dd44

Same Group: Validation & Stress Tests

rl_ppo_instability_test_01PPOCost ↓84.5%View →
forecast_lstm_v2_validation_20250815LSTMCost ↓0%View →
rl_dqn_discrete_5lvl_20251127DQNCost ↓97.69%View →

Traceability Chain

📦 Dataset: TEIAS v2025.1→🧪 Run: rl_a3c_highre_20251103→📊 1 Artifacts→📰 Insights

📎 Cite this page

Önderol, S. (2025). Experiment Run: A3C v1.0 — rl_a3c_highre_20251103. Retrieved from https://renewabletransition.org/transition/experiments/rl_a3c_highre_20251103
A3C — rl_a3c_highre_20251103 — Experiment | Renewable Transition