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arxiv: 2508.18610 · 2 revisions

Scalable Fairness Shaping with LLM-Guided Multi-Agent Reinforcement Learning for Peer-to-Peer Electricity Markets

1. 2026-08-15 REJECT MODERATE v1.4.0-alltime-deepseek-medium novelty 4.0
   172428 ms 15178 in 20242 out 2026-08-15T16:55:42.718854+00:00
2. 2026-08-05 REJECT MODERATE v1.4.0-alltime-deepseek-medium novelty 5.0
   106438 ms 15152 in 10470 out 2026-08-05T16:20:55.423248+00:00