Strategically Linked Decisions in Long-Term Planning and Reinforcement Learning

Alihan Hüyük, Finale Doshi-Velez

Long-term planning, as in reinforcement learning (RL), involves finding strategies: actions that collectively work toward a goal rather than individually optimizing their immediate…