Poker Arena: Multi-Axis Profiling of Strategic Reasoning and Memory in LLMs

Pratham Singla, Shivank Garg, Vihan Singh

Strategic reasoning under uncertainty underpins consequential decisions in negotiation, finance, and policy, but prevailing game-play benchmarks collapse heterogeneous reasoning di…