Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control

Jonaid Shianifar, Michael Schukat, Karl Mason

In this paper, we explore the optimization of hyperparameters for the Soft Actor-Critic (SAC) and Proximal Policy Optimization (PPO) algorithms using the Tree-structured Parzen Est…