Reinforcement learning (RL) models are increasingly being deployed in complex 3D environments. These scenarios often present unique obstacles for RL techniques due to the increased dimensionality. Bandit4D, a cutting-edge new framework, aims to overcome these limitations by providing a flexible platform for training RL solutions in 3D simulations.