Agentic Monte Carlo: Simulating Reinforcement Learning for Black-Box Agents

Dae Yon Hwang, Raunaq Suri, Valentin Villecroze +4

LLM agents operate in two distinct regimes: open-weight agents amenable to reinforcement learning (RL) and black-box agents whose behaviour must be controlled purely at test time.…