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Provenance:Dataset:TEIAS v2025.1Model:TD3 v1.3Run:27 Nov 2025rl_td3_20251127_145631_r…Seeded

TD3 v1.3 — Run Detail

Seeded Stochastic

Random seed fixed; reproducible on same hardware. Seed: 42. TD3 Run 1: 96.32% renewable, $207.34B (lowest single-run cost), lowest CO₂ at 8.98 Mt.

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
−96.32%
Convergence Score
4100 / 100
Policy Stability
85 / 100
Final Episode Reward
4100.0
Final Training Loss
0.0047
Training Steps
2,600

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_td3_20251127_145631_r1
Group ID
rl_multialgo_20251127
Source File
td3_yearly_snapshot.json
Content Hash
c3d4e5f678901234…
Config Hash
cfghash_td3_v13_001
Created At
27/11/2025, 14:56:31 UTC
Immutable
✓ Yes (DB enforced)
Dataset Version
TEIAS v2025.1

Artifact Manifest (2)

frozen_artifact_manifest · Integrity verified
📊
Training curve
artifacts/rl_td3_20251127/training_curve.png
figureimage/png132 KBsha256: 11829304
📈
Full metrics
artifacts/rl_td3_20251127/metrics.json
metrics_jsonapplication/json11 KBsha256: 2293a415

Same Group: Multi-Algorithm Benchmark (13 algos)

rl_ppo_20251127_114523_r1PPOCost ↓97.34%View →
rl_sac_20251127_131802_r1SACCost ↓97.58%View →
rl_a3c_20251127_162240_r1A3CCost ↓97.82%View →
rl_dqn_20251127_191023_r1DQNCost ↓97.69%View →
rl_ga_20251127_200145_r1GACost ↓97.28%View →
rl_pso_20251127_210312_r1PSOCost ↓97.77%View →
rl_de_20251127_220451_r1DECost ↓97.22%View →
rl_fuzzyql_20251127_231015_r1FuzzyQLCost ↓97.21%View →
rl_neurofuzzy_20251127_235022_r1NFCost ↓97.21%View →
rl_marl_20251128_003215_r1MARLCost ↓97.82%View →
rl_maml_20251128_010430_r1MAMLCost ↓97.19%View →
rl_pnn_20251128_013845_r1PNNCost ↓97.21%View →

Traceability Chain

📦 Dataset: TEIAS v2025.1→🧪 Run: rl_td3_20251127_145631_r1→📊 2 Artifacts→📰 Insights

📎 Cite this page

Önderol, S. (2025). Experiment Run: TD3 v1.3 — rl_td3_20251127_145631_r1. Retrieved from https://renewabletransition.org/transition/experiments/rl_td3_20251127_145631_r1
TD3 — rl_td3_20251127_145631_r1 — Experiment | Renewable Transition