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Tiny Recurrent Model

HRM-Agent: Using the Hierarchical Reasoning Model in Reinforcement Learning

Authors: Hoang Long Dang and David RawlinsonUPDATE: Full HRM-Agent paper now available. When the Hierarchical Reasoning Model was released, we were very excited about its combination of small size and impressive reasoning abilities. These qualities seem to be enhanced by recurrent processing, but with a surprisingly simple gradient update based on the converged recurrent… Read More »HRM-Agent: Using the Hierarchical Reasoning Model in Reinforcement Learning