HEPPO-GAE: Hardware-Efficient Proximal Policy Optimization with Generalized Advantage Estimation

Hazem Taha, Ameer M. S. Abdelhadi

This paper introduces HEPPO-GAE, an FPGA-based accelerator designed to optimize the Generalized Advantage Estimation (GAE) stage in Proximal Policy Optimization (PPO). Unlike previ…