Tag
This paper proposes SPOKE, a strategic preference optimization method with KL-anchored equilibrium, to teach compact LLM-based agents (SmallThinker-4B) to play poker more strategically under hidden information, achieving lower exploitability than SFT, DPO, GRPO, and GSPO in Kuhn and Leduc poker.