Beyond Reasoning: RL-Policy Guided LLM Inference for Efficient Strategy in Liar's Poker

Richard Dewey, Janos Botyanszki, Ciamac C. Moallemi +1

AI researchers have long focused on poker-like games as a testbed for environments characterized by multi-player dynamics, imperfect information, and reasoning under uncertainty. W…