math-optimization-game
CommunityOptimize decisions with math, game theory, and RL.
Data & Analytics#optimization#reinforcement-learning#game-theory#multi-objective#linear-programming#convex-optimization#nash-equilibrium
Authorr-irbe
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides rigorous mathematical reasoning and structured workflows for optimization and game-theoretic problems, bridging theory with computational methods in ML, governance, and multi-agent systems.
Core Features & Use Cases
- Foundations in convex optimization, linear and integer programming, and RL theory.
- Game-theoretic analysis including Nash equilibria, Pareto optimality, and mechanism design for governance.
- Multi-objective & RL workflows enabling trade-off analysis, policy design, and algorithmic outlines for practical systems.
- Use Case: Design a multi-agent governance mechanism balancing efficiency and safety, then derive the corresponding optimization model and solution strategy.
Quick Start
Provide a multi-objective optimization problem and the skill will outline a modeling approach and solution path.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: math-optimization-game Download link: https://github.com/r-irbe/proof-skills/archive/main.zip#math-optimization-game Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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