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Provenance:Dataset:TEIAS v2025.1Model:MARL v3.0Run:28 Nov 2025rl_marl_20251128_003215_…Seeded

MARL v3.0 — Run Detail

Seeded Stochastic

Random seed fixed; reproducible on same hardware. Seed: 42. MARL (MAPPO) Run 1: 97.82%, $243.38B. 2nd highest reward (5123.87). Best multi-region spatial allocation. Solar 98.77 GW (highest single tech).

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
−97.82%
Convergence Score
5123 / 100
Policy Stability
85 / 100
Final Episode Reward
5123.9
Final Training Loss
0.0028
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_marl_20251128_003215_r1
Group ID
rl_multialgo_20251127
Source File
marl_yearly_snapshot.json
Content Hash
690abcdef3456789…
Config Hash
cfghash_marl_v30_001
Created At
28/11/2025, 00:32:15 UTC
Immutable
✓ Yes (DB enforced)
Dataset Version
TEIAS v2025.1

Artifact Manifest (2)

frozen_artifact_manifest · Integrity verified
📊
Multi-region deployment
artifacts/rl_marl_20251128/regional_deployment.png
figureimage/png153 KBsha256: 22839405
📈
Full metrics
artifacts/rl_marl_20251128/metrics.json
metrics_jsonapplication/json12 KBsha256: 33940516

Same Group: Multi-Algorithm Benchmark (13 algos)

rl_ppo_20251127_114523_r1PPOCost ↓97.34%View →
rl_sac_20251127_131802_r1SACCost ↓97.58%View →
rl_td3_20251127_145631_r1TD3Cost ↓96.32%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_maml_20251128_010430_r1MAMLCost ↓97.19%View →
rl_pnn_20251128_013845_r1PNNCost ↓97.21%View →

Traceability Chain

📦 Dataset: TEIAS v2025.1→🧪 Run: rl_marl_20251128_003215_r1→📊 2 Artifacts→📰 Insights

📎 Cite this page

Önderol, S. (2025). Experiment Run: MARL v3.0 — rl_marl_20251128_003215_r1. Retrieved from https://renewabletransition.org/transition/experiments/rl_marl_20251128_003215_r1
MARL — rl_marl_20251128_003215_r1 — Experiment | Renewable Transition