The One-Step Trap in Reinforcement Learning: A Misstep or a Misunderstanding?
Reinforcement learning researchers are debating the 'one-step trap,' where models prioritize immediate rewards over long-term goals, potentially undermining the development of sustainable decision-making in AI systems. T…