GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations.
Jinhao DuanRenming ZhangJames DiffenderferBhavya KailkhuraLichao SunElias Stengel-EskinMohit BansalTianlong ChenKaidi XuPublished in: CoRR (2024)
Keyphrases
- game theoretic
- game theory
- multiagent learning
- normal form games
- decision problems
- multi agent decision making
- rational agents
- nash equilibrium
- imperfect information
- knowledge base
- trust model
- pure nash equilibrium
- agent programming
- decision making
- solution concepts
- nash equilibria
- boolean games
- cooperative
- agent behavior
- coalitional games
- minority game
- worst case
- regret minimization
- solving problems
- utility function