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Agentic AI Atlas · game-theoretic-strategic-reasoning
lib-process:scientific-discovery--game-theoretic-strategic-reasoninga5c.ai
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lib-process:scientific-discovery--game-theoretic-strategic-reasoning

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game-theoretic-strategic-reasoning json

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File · generated-library/processes.yamlCluster · generated-library
Record JSON
{
  "id": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "game-theoretic-strategic-reasoning",
    "description": "Game-Theoretic Strategic Reasoning - Reason systematically when outcomes depend on\nothers' choices, applying Nash equilibria, dominant strategies, mechanism design, and multi-agent\ndecision theory to scientific discovery, collaboration dynamics, and competitive research scenarios.",
    "libraryPath": "library/specializations/domains/science/scientific-discovery/game-theoretic-strategic-reasoning.js",
    "specialization": "scientific-discovery",
    "references": [
      "- Game Theory and Strategy: https://plato.stanford.edu/entries/game-theory/\n- Nash Equilibrium: https://www.nobelprize.org/prizes/economic-sciences/1994/nash/facts/\n- Multi-Agent Systems: https://www.sciencedirect.com/topics/computer-science/multi-agent-system\n- Mechanism Design Theory: https://www.nobelprize.org/prizes/economic-sciences/2007/summary/"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/scientific-discovery/game-theoretic-strategic-reasoning', {\n  scenario: 'Research collaboration vs competition for priority',\n  agents: [{ name: 'Lab A', resources: 'high', reputation: 'established' }, { name: 'Lab B', resources: 'medium', reputation: 'emerging' }],\n  payoffStructure: { collaboration: { shared_credit: 0.6, speed_bonus: 0.3 }, competition: { winner_takes_all: 0.9, loser: 0.1 } },\n  objectives: ['Maximize discovery impact', 'Ensure fair attribution', 'Optimize resource utilization']\n});",
    "usesAgents": [
      "decision-theorist"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "domain:scientific-discovery",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "specialization:scientific-research-methods",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--game-theoretic-strategic-reasoning",
      "to": "specialization:scientific-discovery",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}