Multi-task reinforcement learning (MTRL) suffers from scalability issues when the number of tasks or trajectories per task grows-large. One of the main reasons behind this limitation is the reliance on centralized solutions. ...
Given the social implications of autonomous systems in high-stake areas, recent years have witnessed an outpouring of research on designing explainable and fair AI models. In this work, we consider the intersection of ...