Causality and Batch Reinforcement Learning: Complementary Approaches To Planning In Unknown Domains

James Bannon, Brad Windsor, Wenbo Song +1

Reinforcement learning algorithms have had tremendous successes in online learning settings. However, these successes have relied on low-stakes interactions between the algorithmic…