HRM-Agent: Training a recurrent reasoning model in dynamic environments using reinforcement learning

Long H Dang, David Rawlinson

The Hierarchical Reasoning Model (HRM) has impressive reasoning abilities given its small size, but has only been applied to supervised, static, fully-observable problems. One of H…