Reinforcement learning (RL) systems are increasingly being deployed in complex 3D environments. These scenarios often present novel obstacles for RL techniques due to the increased degrees of freedom. Bandit4D, a robust new framework, aims to overcome these hurdles by providing a comprehensive platf