logbook.json

{
  "schema_version": 1,
  "title": "Repro: AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning",
  "emoji": "🎯",
  "space_id": "semsorock/advevo-marl-repro",
  "paper": {
    "arxiv_id": "2510.01586"
  },
  "tags": [
    "icml2026-repro",
    "paper-5D3ZblXmW2"
  ],
  "updated_at": "2026-07-16T05:08:10+00:00",
  "root": {
    "slug": "index",
    "title": "Repro: AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-chain-topology-under-netsafe",
        "title": "Claim 1: Chain Topology under NetSafe",
        "file": "pages/claim-1-chain-topology-under-netsafe/page.md",
        "children": []
      },
      {
        "slug": "claim-2-multi-scenario-and-multi-topology-safety",
        "title": "Claim 2: Multi-scenario and Multi-topology Safety",
        "file": "pages/claim-2-multi-scenario-and-multi-topology-safety/page.md",
        "children": []
      },
      {
        "slug": "claim-3-task-utility-and-reasoning-performance",
        "title": "Claim 3: Task Utility and Reasoning Performance",
        "file": "pages/claim-3-task-utility-and-reasoning-performance/page.md",
        "children": []
      },
      {
        "slug": "claim-4-static-attacker-ablation-study",
        "title": "Claim 4: Static-Attacker Ablation Study",
        "file": "pages/claim-4-static-attacker-ablation-study/page.md",
        "children": []
      },
      {
        "slug": "claim-5-public-baseline-mechanism-stability",
        "title": "Claim 5: Public-Baseline Mechanism Stability",
        "file": "pages/claim-5-public-baseline-mechanism-stability/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 2393,
  "revision": "1784178490929112000"
}